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<!doctype html><html lang="es"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
<title>Alerta Temprana Académica</title>
<meta name="description" content="Dashboard de predicción de riesgo académico: 1,044 registros reales, red neuronal regularizada con 77.5% de accuracy y 67.4% de recall sobre el conjunto de prueba. Universidad Doctor Andrés Bello.">
<meta name="color-scheme" content="light dark">
<meta property="og:type" content="website">
<meta property="og:title" content="Alerta Temprana Académica">
<meta property="og:description" content="Dashboard de predicción de riesgo académico: 1,044 registros reales, red neuronal regularizada con 77.5% de accuracy y 67.4% de recall sobre el conjunto de prueba. Universidad Doctor Andrés Bello.">
<link rel="icon" href="data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 32 32'%3E%3Crect width='32' height='32' rx='7' fill='%2316304F'/%3E%3Crect x='6' y='19' width='5' height='7' rx='1.5' fill='%230ca30c'/%3E%3Crect x='13.5' y='14' width='5' height='12' rx='1.5' fill='%23fab219'/%3E%3Crect x='21' y='6' width='5' height='20' rx='1.5' fill='%23d03b3b'/%3E%3C/svg%3E">
<style>:root{color-scheme:light dark}body{margin:0;font:14px system-ui,sans-serif}img{max-width:100%}[hidden]{display:none!important}</style>
<script>try{var _t=localStorage.getItem("tema");if(_t==="light"||_t==="dark")document.documentElement.setAttribute("data-theme",_t);}catch(e){}</script></head><body>
<link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Archivo:wght@500;600;700&family=Source+Sans+3:wght@400;500;600&family=IBM+Plex+Mono:wght@400;500&display=swap">
<style>
:root{
--ground:#EEF0EE; --surface:#FCFCFB; --surface-2:#F5F6F4; --sunken:#E7EAE7;
--ink:#14181C; --ink-2:#4E5860; --ink-3:#79838B; --line:#DCE0DD; --line-2:#C7CDC8;
--chrome:#16304F; --chrome-ink:#EAEFF5; --chrome-line:#2B486B;
--s1:#2a78d6; --s2:#eb6834; --s3:#1baf7a;
--bajo:#0ca30c; --medio:#fab219; --alto:#d03b3b;
--bajo-bg:#E6F4E6; --medio-bg:#FDF3DC; --alto-bg:#F9E5E5; --medio-ink:#8A6206;
--grid:#E4E8E4; --focus:#2a78d6;
--f-disp:"Archivo","Helvetica Neue",Arial,sans-serif;
--f-body:"Source Sans 3","Helvetica Neue",Arial,sans-serif;
--f-mono:"IBM Plex Mono",ui-monospace,"SF Mono",Menlo,monospace;
}
@media (prefers-color-scheme:dark){:root:not([data-theme="light"]){
--ground:#0F110F; --surface:#1a1a19; --surface-2:#212220; --sunken:#141514;
--ink:#F1F2EE; --ink-2:#A9AFA8; --ink-3:#7C837C; --line:#2E312E; --line-2:#3C403C;
--chrome:#101E31; --chrome-ink:#DCE6F2; --chrome-line:#26405E;
--s1:#3987e5; --s2:#d95926; --s3:#199e70;
--bajo-bg:#152615; --medio-bg:#2B2413; --alto-bg:#2C1717; --medio-ink:#fab219;
--grid:#2A2C2A;
}}
:root[data-theme="dark"]{
--ground:#0F110F; --surface:#1a1a19; --surface-2:#212220; --sunken:#141514;
--ink:#F1F2EE; --ink-2:#A9AFA8; --ink-3:#7C837C; --line:#2E312E; --line-2:#3C403C;
--chrome:#101E31; --chrome-ink:#DCE6F2; --chrome-line:#26405E;
--s1:#3987e5; --s2:#d95926; --s3:#199e70;
--bajo-bg:#152615; --medio-bg:#2B2413; --alto-bg:#2C1717; --medio-ink:#fab219;
--grid:#2A2C2A;
}
*{box-sizing:border-box}
body{background:var(--ground);color:var(--ink);font-family:var(--f-body);
font-size:15px;line-height:1.55;-webkit-font-smoothing:antialiased}
h1,h2,h3,h4{font-family:var(--f-disp);margin:0;text-wrap:balance;letter-spacing:-.011em}
.mono{font-family:var(--f-mono);font-variant-numeric:tabular-nums}
.wrap{max-width:1320px;margin:0 auto;padding:0 30px}
@media(max-width:700px){.wrap{padding:0 18px}}
/* ── barra superior ───────────────────────────────── */
.top{background:var(--chrome);color:var(--chrome-ink);border-bottom:1px solid var(--chrome-line)}
.top-in{display:flex;flex-wrap:wrap;align-items:baseline;gap:10px 20px;padding:19px 30px 16px;
max-width:1320px;margin:0 auto}
.top h1{font-size:19px;font-weight:700;color:#fff;letter-spacing:-.02em}
.top .sub{font-size:12.5px;color:#9DB3CE;font-family:var(--f-mono)}
.top .right{margin-left:auto;display:flex;align-items:center;gap:14px}
.badge{font-family:var(--f-mono);font-size:11px;letter-spacing:.04em;text-transform:uppercase;
border:1px solid var(--chrome-line);border-radius:3px;padding:3px 8px;color:#9DB3CE}
.theme-btn{background:none;border:1px solid var(--chrome-line);color:#9DB3CE;border-radius:3px;
font:500 11px/1 var(--f-mono);letter-spacing:.05em;padding:6px 9px;cursor:pointer;
min-width:74px;text-align:center}
.theme-btn:hover{color:#fff;border-color:#4A6E9B}
nav.tabs{background:var(--chrome);display:flex;gap:0;overflow-x:auto;max-width:1320px;margin:0 auto;
padding:0 30px}
nav.tabs button{background:none;border:0;border-bottom:2px solid transparent;color:#9DB3CE;
font:600 13px/1 var(--f-disp);letter-spacing:.01em;padding:13px 18px 14px;cursor:pointer;
white-space:nowrap}
nav.tabs button:hover{color:#fff}
nav.tabs button[aria-selected="true"]{color:#fff;border-bottom-color:var(--s1)}
nav.tabs .num{font-family:var(--f-mono);font-size:10.5px;opacity:.6;margin-right:6px}
/* ── estructura ───────────────────────────────────── */
main.wrap{padding-top:34px;padding-bottom:76px}
.page[hidden]{display:none!important}
.grid{display:grid;gap:22px}
.g6{grid-template-columns:repeat(6,1fr)}
.g3{grid-template-columns:repeat(3,1fr)}
.g2{grid-template-columns:repeat(2,1fr)}
.g12{grid-template-columns:repeat(12,1fr);align-items:stretch}
.span4{grid-column:span 4}.span6{grid-column:span 6}.span5{grid-column:span 5}
.span7{grid-column:span 7}.span8{grid-column:span 8}.span12{grid-column:span 12}
@media(max-width:1000px){.g6{grid-template-columns:repeat(3,1fr)}.g3,.g2{grid-template-columns:1fr}
.span4,.span5,.span6,.span7,.span8{grid-column:span 12}}
@media(max-width:560px){.g6{grid-template-columns:repeat(2,1fr)}}
.card{background:var(--surface);border:1px solid var(--line);border-radius:6px;padding:22px 22px 24px}
.card > h3{font-size:15.5px;font-weight:600;margin-bottom:6px;line-height:1.3}
.card .lede{font-size:13.2px;color:var(--ink-2);margin:0 0 18px;line-height:1.5}
.eyebrow{font:500 10.5px/1 var(--f-mono);letter-spacing:.09em;text-transform:uppercase;
color:var(--ink-3);margin-bottom:9px}
.page > .eyebrow{margin:34px 0 15px}
.page > .eyebrow:first-child{margin-top:0}
/* ── KPI ──────────────────────────────────────────── */
.kpi{background:var(--surface);border:1px solid var(--line);border-radius:6px;padding:17px 17px 18px;
display:flex;flex-direction:column;gap:3px}
.kpi .lbl{font:500 10.5px/1.3 var(--f-mono);letter-spacing:.05em;text-transform:uppercase;color:var(--ink-3)}
.kpi .val{font-family:var(--f-disp);font-size:31px;font-weight:700;letter-spacing:-.03em;
font-variant-numeric:tabular-nums;line-height:1.1;margin:5px 0 2px}
.kpi .sub{font-size:11.8px;color:var(--ink-2);line-height:1.4}
.kpi.crit{border-color:var(--alto);background:var(--alto-bg)}
.kpi.crit .val{color:var(--alto)}
.kpi.good .val{color:var(--bajo)}
/* ── chips de nivel (color + glifo + etiqueta) ────── */
.chip{display:inline-flex;align-items:center;gap:5px;font:600 11.5px/1 var(--f-body);
border-radius:3px;padding:4px 8px 4px 6px;white-space:nowrap;border:1px solid transparent}
.chip .gl{font-family:var(--f-mono);font-size:11px;letter-spacing:-1px}
.chip.Bajo{background:var(--bajo-bg);color:var(--bajo);border-color:color-mix(in srgb,var(--bajo) 35%,transparent)}
.chip.Medio{background:var(--medio-bg);color:var(--medio-ink);border-color:color-mix(in srgb,var(--medio) 45%,transparent)}
.chip.Alto{background:var(--alto-bg);color:var(--alto);border-color:color-mix(in srgb,var(--alto) 35%,transparent)}
/* ── tablas ───────────────────────────────────────── */
.tw{overflow-x:auto;border:1px solid var(--line);border-radius:4px;background:var(--surface)}
table{border-collapse:collapse;width:100%;font-size:13.2px}
th,td{text-align:left;padding:9px 14px;border-bottom:1px solid var(--line);white-space:nowrap}
th{font:600 10.5px/1.3 var(--f-mono);letter-spacing:.06em;text-transform:uppercase;color:var(--ink-3);
background:var(--surface-2);position:sticky;top:0;z-index:1}
th.sortable{cursor:pointer;user-select:none}
th.sortable:hover{color:var(--ink)}
th .arrow{opacity:.4;margin-left:3px}
th[aria-sort] .arrow{opacity:1;color:var(--s1)}
tbody tr:hover{background:var(--surface-2)}
tbody tr:last-child td{border-bottom:0}
td.num{font-family:var(--f-mono);font-variant-numeric:tabular-nums;text-align:right}
td.wrapok{white-space:normal;min-width:230px;font-size:12.5px;line-height:1.4}
.pbar{position:relative;min-width:96px}
.pbar .fill{position:absolute;left:11px;top:50%;transform:translateY(-50%);height:15px;
border-radius:0 3px 3px 0;opacity:.22}
.pbar span{position:relative;font-family:var(--f-mono);font-variant-numeric:tabular-nums}
.hl-fn{background:var(--alto-bg)!important}
/* ── controles ────────────────────────────────────── */
.filters{display:flex;flex-wrap:wrap;gap:14px 16px;align-items:flex-end;margin-bottom:20px}
.field{display:flex;flex-direction:column;gap:4px}
.field label{font:500 10.5px/1 var(--f-mono);letter-spacing:.06em;text-transform:uppercase;color:var(--ink-3)}
select,input[type=search]{font:400 13px/1 var(--f-body);color:var(--ink);background:var(--surface);
border:1px solid var(--line-2);border-radius:4px;padding:7px 9px;min-width:140px}
select:focus-visible,input:focus-visible,button:focus-visible,th:focus-visible{
outline:2px solid var(--focus);outline-offset:1px}
.seg{display:inline-flex;border:1px solid var(--line-2);border-radius:4px;overflow:hidden}
.seg button{background:var(--surface);border:0;border-right:1px solid var(--line-2);color:var(--ink-2);
font:500 12px/1 var(--f-body);padding:7px 12px;cursor:pointer}
.seg button:last-child{border-right:0}
.seg button[aria-pressed="true"]{background:var(--s1);color:#fff}
/* ── leyenda + notas ──────────────────────────────── */
.legend{display:flex;flex-wrap:wrap;gap:8px 20px;font-size:12.3px;color:var(--ink-2);margin:4px 0 14px}
.legend i{display:inline-block;width:10px;height:10px;border-radius:2px;margin-right:6px;
vertical-align:-1px}
.note{font-size:12.8px;line-height:1.6;color:var(--ink-2);background:var(--surface-2);
border-left:2px solid var(--line-2);padding:14px 17px;border-radius:0 5px 5px 0;margin-top:20px}
.note strong{color:var(--ink)}
.note.warn{border-left-color:var(--alto)}
.card svg{display:block;width:100%;height:auto;overflow:visible}
.card > div + .note{margin-top:22px}
.g3 > div{min-width:0}
.axis text{font-family:var(--f-mono);font-size:10.5px;fill:var(--ink-3)}
.vlabel{font-family:var(--f-mono);font-size:11px;fill:var(--ink);font-variant-numeric:tabular-nums}
.catlabel{font-family:var(--f-body);font-size:11.5px;fill:var(--ink-2)}
.gridline{stroke:var(--grid);stroke-width:1}
.reflabel{font-family:var(--f-mono);font-size:10px;fill:var(--ink-3)}
/* ── tooltip ──────────────────────────────────────── */
#tip{position:fixed;z-index:50;pointer-events:none;opacity:0;transition:opacity .09s;
background:var(--ink);color:var(--surface);border-radius:4px;padding:7px 10px;font-size:12px;
line-height:1.45;max-width:250px;box-shadow:0 4px 14px rgba(0,0,0,.22)}
#tip b{font-family:var(--f-disp);font-size:12.5px}
#tip .k{font-family:var(--f-mono);font-variant-numeric:tabular-nums}
/* ── matriz de confusion ──────────────────────────── */
.cm{display:grid;grid-template-columns:auto 1fr 1fr;gap:9px;align-items:stretch}
.cm .hd{font:500 10.5px/1.3 var(--f-mono);letter-spacing:.05em;text-transform:uppercase;
color:var(--ink-3);display:flex;align-items:center;justify-content:center;text-align:center;padding:4px}
.cm .rh{writing-mode:horizontal-tb;justify-content:flex-end;text-align:right;padding-right:8px}
.cm .cell{border-radius:5px;padding:15px 14px;border:1px solid var(--line);background:var(--surface-2)}
.cm .cell .t{font:500 10.5px/1 var(--f-mono);letter-spacing:.06em;color:var(--ink-3)}
.cm .cell .n{font-family:var(--f-disp);font-size:27px;font-weight:700;line-height:1.15;
font-variant-numeric:tabular-nums}
.cm .cell .d{font-size:11.5px;color:var(--ink-2);line-height:1.35;margin-top:2px}
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<div class="top">
<div class="top-in">
<h1>Alerta Temprana Académica</h1>
<span class="sub">Predicción de riesgo de reprobación</span>
<div class="right">
<span class="badge">UNAB Chalatenango</span>
<button class="theme-btn" id="themeBtn" type="button">◐ AUTO</button>
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<nav class="tabs" role="tablist" id="tabs">
<button role="tab" aria-selected="true" data-p="p1"><span class="num">01</span>Resumen ejecutivo</button>
<button role="tab" aria-selected="false" data-p="p2"><span class="num">02</span>Análisis de variables</button>
<button role="tab" aria-selected="false" data-p="p3"><span class="num">03</span>Predicciones</button>
<button role="tab" aria-selected="false" data-p="p4"><span class="num">04</span>Modelo</button>
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<main class="wrap">
<!-- ══════════ PÁGINA 1 ══════════ -->
<section class="page" id="p1" role="tabpanel">
<p class="eyebrow">Situación general · 1,044 registros · métricas de calidad sobre el conjunto de prueba</p>
<div class="grid g6" id="kpis"></div>
<div class="grid g12" style="margin-top:22px">
<div class="card span5">
<h3>Cómo se reparte la cohorte</h3>
<p class="lede">Distribución de los 209 estudiantes del conjunto de prueba entre los tres niveles.</p>
<div id="c_dist"></div>
<div class="note"><strong>Los cortes no se fijaron a mano.</strong> Se calibraron sobre el
conjunto de validación: por debajo de una probabilidad de <b>0.115</b> el registro entra en
Bajo, por encima de <b>0.275</b> en Alto, y el resto queda en Medio. Mover esos dos números
cambia el tamaño de los tres grupos y, con él, cuántas tutorías hay que financiar.</div>
</div>
<div class="card span7">
<h3>Los niveles separan el riesgo de verdad</h3>
<p class="lede">Porcentaje que <em>realmente</em> reprobó en cada nivel, medido sobre datos que el modelo nunca vio.</p>
<div id="c_tasa"></div>
<div class="note"><strong>Esta es la verificación que importa.</strong> Un estudiante clasificado como
Alto reprobó 9.2 veces más que uno clasificado como Bajo. Si los tres niveles dieran tasas
parecidas, la escala no serviría para priorizar aunque el accuracy fuera alto.</div>
</div>
<div class="card span6">
<h3>El riesgo también depende de la asignatura</h3>
<p class="lede">Composición por nivel en cada materia, sobre los 1,044 registros.</p>
<div id="c_asig"></div>
<div class="note">Matemática coloca en riesgo alto al <strong>47%</strong> de sus registros y
Portugués al <strong>21%</strong>. La asignatura es la segunda variable más importante del
modelo, después de las reprobaciones previas: el riesgo no es solo un atributo del estudiante,
también lo es de la materia y de cómo se enseña.</div>
</div>
<div class="card span6">
<h3>Inasistencias acumuladas y reprobación</h3>
<p class="lede">Número de registros por rango y tasa real de reprobación en cada uno.</p>
<div id="c_falt"></div>
<div class="note warn"><strong>Sustitución declarada.</strong> El dataset no contiene ninguna
variable de fecha, así que no es posible construir una evolución temporal sin inventar datos.
Se sustituye por esta dimensión acumulativa, y la sustitución se declara en lugar de fabricar
un eje de tiempo.</div>
</div>
</div>
</section>
<!-- ══════════ PÁGINA 2 ══════════ -->
<section class="page" id="p2" role="tabpanel" hidden>
<p class="eyebrow">Qué mira el modelo y por qué</p>
<div class="grid g12">
<div class="card span6">
<h3>Las 10 variables con mayor influencia</h3>
<p class="lede">Importancia del Random Forest. Se muestran dos medidas porque no siempre coinciden.</p>
<div class="legend">
<span><i style="background:var(--s1)"></i>Gini (sobre entrenamiento)</span>
<span><i style="background:var(--s2)"></i>Permutación (sobre validación)</span>
</div>
<div id="c_imp"></div>
<div class="note">La importancia por <strong>Gini</strong> favorece a las variables con muchos
valores distintos. La importancia por <strong>permutación</strong> —cuánto empeora el F1 al
desordenar la variable— es más honesta y se calcula sobre validación, no sobre los datos con
los que el modelo aprendió.</div>
</div>
<div class="card span6">
<h3>Tasa de reprobación por categoría</h3>
<p class="lede">Elegí una variable para ver cómo cambia el riesgo entre sus categorías.</p>
<div class="filters">
<div class="field"><label for="selVar">Variable</label><select id="selVar"></select></div>
</div>
<div id="c_var"></div>
<div class="note" id="notaVar"></div>
</div>
<div class="card span12">
<h3>Tres relaciones que no son lo que parecen</h3>
<p class="lede">Hallazgos del análisis exploratorio que cambian cómo se debe leer el modelo.</p>
<div class="grid g3" style="margin-top:12px">
<div>
<p class="eyebrow" style="margin-bottom:8px">Causalidad inversa</p>
<p style="font-size:13.6px;margin:0;line-height:1.62">Quienes <strong>pagan clases
particulares</strong> reprueban más (27.3% vs 20.6%). No es que perjudiquen: la familia las
contrata <em>porque</em> el estudiante ya venía mal. La variable es un síntoma, no una causa
— y sería un error gravísimo concluir "eliminemos las tutorías".</p>
</div>
<div>
<p class="eyebrow" style="margin-bottom:8px">Extraedad, no biología</p>
<p style="font-size:13.6px;margin:0;line-height:1.62">La <strong>edad</strong> correlaciona
con el riesgo (r = +0.13), pero no porque ser mayor cause fracaso: los alumnos de 19 a 22
años en secundaria son mayoritariamente repetidores. La variable captura historial.</p>
</div>
<div>
<p class="eyebrow" style="margin-bottom:8px">Actitud > origen</p>
<p style="font-size:13.6px;margin:0;line-height:1.62">Quienes <strong>no aspiran a educación
superior</strong> reprueban al 52% frente al 19%. Una pregunta actitudinal de costo cero
discrimina más que el nivel educativo de los padres — y a diferencia de éste, es modificable
mediante orientación vocacional.</p>
</div>
</div>
</div>
</div>
</section>
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<section class="page" id="p3" role="tabpanel" hidden>
<p class="eyebrow">Lista de trabajo priorizada</p>
<div class="card">
<h3>Estudiantes ordenados por probabilidad de reprobar</h3>
<p class="lede">Cada fila es un registro estudiante-asignatura. Ordená por cualquier columna o filtrá para armar la lista de tutorías.</p>
<div class="filters">
<div class="field"><label for="fNivel">Nivel</label><select id="fNivel"></select></div>
<div class="field"><label for="fAsig">Asignatura</label><select id="fAsig"></select></div>
<div class="field"><label for="fConj">Conjunto</label><select id="fConj"></select></div>
<div class="field"><label for="fRes">Resultado</label><select id="fRes"></select></div>
<div class="field"><label for="fBusca">Buscar ID</label><input type="search" id="fBusca" placeholder="EST-0123"></div>
<div class="field"><label> </label><span class="mono" id="conteo" style="font-size:12.5px;color:var(--ink-2);padding-bottom:8px"></span></div>
</div>
<div class="tw" style="max-height:560px;overflow-y:auto"><table id="tPred"><thead></thead><tbody></tbody></table></div>
<p style="font-size:12px;color:var(--ink-3);margin:12px 0 0;line-height:1.5">Se muestran las primeras 250 filas del filtro activo. Las filas con fondo rojo son <b>falsos negativos</b>: reprobaron sin que el sistema los alertara.</p>
</div>
<div class="grid g12" style="margin-top:22px">
<div class="card span7">
<h3>Qué se gana y qué se pierde al mover el umbral</h3>
<p class="lede">Cada punto es un umbral distinto sobre el conjunto de prueba.</p>
<div class="legend">
<span><i style="background:var(--s1)"></i>Precisión</span>
<span><i style="background:var(--s2)"></i>Recall</span>
<span><i style="background:var(--s3)"></i>F1</span>
<span><i style="background:var(--alto)"></i>No detectados</span>
</div>
<div id="c_umb"></div>
<div class="note"><strong>Subir el umbral reduce las falsas alarmas pero aumenta los estudiantes
que quedan sin detectar.</strong> Es una decisión de la institución según su capacidad de
tutoría, no un parámetro que el modelo optimice solo.</div>
</div>
<div class="card span5">
<h3>Predicción sobre estudiantes nuevos</h3>
<p class="lede">Cinco perfiles que el modelo nunca vio, procesados con el mismo pipeline.</p>
<div class="tw"><table id="tNuevos"><thead></thead><tbody></tbody></table></div>
<div class="note"><strong>N-004 es el caso decisivo.</strong> Contexto socioeconómico
desfavorable —padres con educación primaria, sin internet, zona rural— pero hábitos sólidos.
El modelo no lo condena por su origen, que es exactamente lo que se busca desde el punto de
vista ético.</div>
</div>
</div>
</section>
<!-- ══════════ PÁGINA 4 ══════════ -->
<section class="page" id="p4" role="tabpanel" hidden>
<p class="eyebrow">Evaluación del modelo · todas las cifras sobre el conjunto de prueba (209 registros nunca vistos)</p>
<div class="grid g6" id="kpisModelo"></div>
<div class="grid g12" style="margin-top:22px">
<div class="card span7">
<h3>Matriz de confusión</h3>
<p class="lede">Los cuatro casos posibles, con lo que significa cada uno para el centro educativo.</p>
<div class="cm" id="c_cm"></div>
<div class="note warn"><strong>Los dos errores no son comparables.</strong> Un falso positivo
cuesta horas de tutoría a alguien que habría aprobado igual: molesto, pero recuperable. Un
falso negativo cuesta un año académico y es irreversible — cuando se descubre, ya no hay
margen de acción. Por eso el modelo se optimiza para <b>recall</b>, no para accuracy.</div>
</div>
<div class="card span5">
<h3>Comparación de los tres modelos</h3>
<p class="lede">Mismos datos, misma partición, mismo umbral operativo.</p>
<div id="c_comp"></div>
<div class="note">La red neuronal gana, pero por poco: el <strong>modelo base</strong> ya
alcanza AUC 0.803. Ese margen estrecho es un resultado, no un fracaso — indica que la señal
del problema es limitada y que ninguna arquitectura la va a inventar.</div>
</div>
<div class="card span12">
<h3>Cinco experimentos con la red neuronal</h3>
<p class="lede">Se varió arquitectura, épocas, batch size, learning rate y estrategia de regularización.</p>
<div class="tw"><table id="tExp"><thead></thead><tbody></tbody></table></div>
<div class="note"><strong>Más neuronas no ayudaron.</strong> De A (32-16-8) a C (128-64-32) los
parámetros se multiplican por 8 y el F1 en validación <em>empeora</em>. Lo que sí funcionó fue
regularizar: el experimento D, con la arquitectura más pequeña más Dropout, L2 y Early
Stopping, gana en las tres métricas y reduce la brecha de generalización de +0.32 a +0.13.</div>
</div>
<div class="card span12">
<h3>Curvas de aprendizaje: el overfitting, antes y después</h3>
<p class="lede">Pérdida por época. La distancia entre las dos líneas <em>es</em> el sobreajuste.</p>
<div class="filters">
<div class="seg" id="segCur">
<button type="button" data-c="A - Sin regularizacion" aria-pressed="true">A — Sin regularizar</button>
<button type="button" data-c="D - Con regularizacion" aria-pressed="false">D — Regularizado</button>
</div>
</div>
<div class="legend">
<span><i style="background:var(--s1)"></i>Entrenamiento</span>
<span><i style="background:var(--alto)"></i>Validación</span>
</div>
<div id="c_cur"></div>
<div class="note" id="notaCur"></div>
</div>
</div>
</section>
<footer>
<p style="margin:0 0 6px"><strong style="color:var(--ink-2)">Fuente de los datos:</strong>
Cortez, P. & Silva, A. (2008). <em>Using Data Mining to Predict Secondary School Student
Performance.</em> UCI Machine Learning Repository #320 · licencia CC BY 4.0. Datos <strong>reales</strong>,
no sintéticos: 1,044 registros de 662 estudiantes de dos centros de Alentejo, Portugal, curso 2005–2006.</p>
<p style="margin:0">Respaldo del dashboard de Power BI. Los niveles de riesgo se identifican siempre
por etiqueta y glifo además de por color, de modo que ninguna información depende únicamente del
color. Módulo 6 — Pre-especialización en Ciencia de Datos · Universidad Doctor Andrés Bello,
Regional Chalatenango.</p>
</footer>
</main>
<div id="tip" role="status" aria-live="polite"></div>
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correctamente",6],["EST-0002","Entrenamiento","Matematica","Alto",0.3573,0,4,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0003","Prueba","Matematica","Alto",0.5774,3,10,2,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0004","Entrenamiento","Matematica","Alto",0.2881,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0005","Validacion","Matematica","Medio",0.2228,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0006","Entrenamiento","Matematica","Bajo",0.1092,0,10,2,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0007","Prueba","Matematica","Medio",0.2144,0,0,2,"Si aspira","Masculino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0008","Entrenamiento","Matematica","Alto",0.415,0,6,2,"Si aspira","Femenino","Urbana","5-10",4,4,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0009","Entrenamiento","Matematica","Medio",0.1312,0,0,2,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0010","Prueba","Matematica","Medio",0.1192,0,0,2,"Si aspira","Masculino","Urbana","0",3,1,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0011","Entrenamiento","Matematica","Alto",0.3455,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0012","Validacion","Matematica","Bajo",0.0762,0,4,3,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0013","Validacion","Matematica","Medio",0.2357,0,2,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0014","Entrenamiento","Matematica","Medio",0.1507,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0015","Prueba","Matematica","Bajo",0.0742,0,0,3,"Si aspira","Masculino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0016","Entrenamiento","Matematica","Medio",0.2473,0,4,1,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0017","Entrenamiento","Matematica","Medio",0.1773,0,6,3,"Si aspira","Femenino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0018","Entrenamiento","Matematica","Medio",0.1906,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0019","Entrenamiento","Matematica","Alto",0.5681,3,16,1,"Si aspira","Masculino","Urbana","11-20",3,5,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0020","Validacion","Matematica","Medio",0.1644,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0021","Validacion","Matematica","Bajo",0.0575,0,0,2,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0022","Entrenamiento","Matematica","Medio",0.1868,0,0,1,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0023","Prueba","Matematica","Bajo",0.1016,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,1,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0024","Entrenamiento","Matematica","Medio",0.1778,0,0,2,"Si aspira","Masculino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0025","Validacion","Matematica","Alto",0.4176,0,2,3,"Si aspira","Femenino","Rural","1-4",2,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0026","Entrenamiento","Matematica","Alto",0.5014,2,14,1,"Si aspira","Femenino","Urbana","11-20",2,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0027","Entrenamiento","Matematica","Medio",0.2278,0,2,1,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0028","Validacion","Matematica","Alto",0.3665,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0029","Entrenamiento","Matematica","Medio",0.1701,0,4,2,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0030","Entrenamiento","Matematica","Alto",0.3881,0,16,2,"Si aspira","Masculino","Urbana","11-20",4,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0031","Validacion","Matematica","Medio",0.2117,0,0,2,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0032","Entrenamiento","Matematica","Bajo",0.0771,0,0,2,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0033","Entrenamiento","Matematica","Medio",0.1552,0,0,2,"Si aspira","Masculino","Rural","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0034","Entrenamiento","Matematica","Medio",0.1401,0,0,2,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0035","Prueba","Matematica","Alto",0.2946,0,0,1,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0036","Prueba","Matematica","Bajo",0.076,0,0,1,"Si aspira","Femenino","Urbana","0",2,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",6],["EST-0037","Validacion","Matematica","Medio",0.1275,0,2,3,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0038","Entrenamiento","Matematica","Medio",0.1515,0,7,3,"Si aspira","Masculino","Rural","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0039","Validacion","Matematica","Alto",0.4346,0,2,3,"Si aspira","Femenino","Rural","1-4",3,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0040","Entrenamiento","Matematica","Medio",0.2169,0,8,1,"Si aspira","Femenino","Rural","5-10",2,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0041","Entrenamiento","Matematica","Alto",0.3738,1,25,2,"Si aspira","Femenino","Urbana","21+",2,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0042","Entrenamiento","Matematica","Bajo",0.113,0,8,1,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0043","Entrenamiento","Matematica","Bajo",0.1143,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0044","Entrenamiento","Matematica","Medio",0.2477,0,0,1,"Si aspira","Masculino","Urbana","0",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0045","Entrenamiento","Matematica","Alto",0.4096,1,14,2,"Si aspira","Femenino","Urbana","11-20",2,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0046","Validacion","Matematica","Alto",0.2965,0,8,2,"Si aspira","Femenino","Urbana","5-10",4,2,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0047","Entrenamiento","Matematica","Medio",0.2469,0,12,2,"Si aspira","Femenino","Urbana","11-20",3,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0048","Prueba","Matematica","Bajo",0.0951,0,4,4,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",20],["EST-0049","Entrenamiento","Matematica","Medio",0.1841,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0050","Validacion","Matematica","Alto",0.3194,1,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0051","Prueba","Matematica","Medio",0.2582,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0052","Entrenamiento","Matematica","Medio",0.1437,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0053","Entrenamiento","Matematica","Alto",0.2907,1,6,1,"Si aspira","Masculino","Urbana","5-10",4,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0054","Prueba","Matematica","Alto",0.4644,0,0,1,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0055","Entrenamiento","Matematica","Medio",0.1528,0,6,1,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0056","Prueba","Matematica","Medio",0.1541,0,8,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0057","Entrenamiento","Matematica","Medio",0.119,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0058","Entrenamiento","Matematica","Medio",0.1655,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0059","Validacion","Matematica","Alto",0.3252,0,2,2,"Si aspira","Masculino","Urbana","1-4",1,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0060","Prueba","Matematica","Medio",0.2563,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0061","Prueba","Matematica","Medio",0.1847,0,6,2,"Si aspira","Femenino","Rural","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0062","Validacion","Matematica","Alto",0.3553,0,6,1,"Si aspira","Femenino","Urbana","5-10",1,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0063","Prueba","Matematica","Medio",0.2517,0,4,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0064","Entrenamiento","Matematica","Alto",0.4582,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0065","Entrenamiento","Matematica","Medio",0.2072,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0066","Validacion","Matematica","Medio",0.1609,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0067","Entrenamiento","Matematica","Medio",0.1627,0,4,4,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0068","Entrenamiento","Matematica","Alto",0.4295,0,4,4,"Si aspira","Femenino","Urbana","1-4",3,3,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0069","Validacion","Matematica","Alto",0.3289,0,2,2,"Si aspira","Femenino","Rural","1-4",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0070","Entrenamiento","Matematica","Medio",0.1254,0,12,4,"Si aspira","Femenino","Rural","11-20",3,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0071","Validacion","Matematica","Bajo",0.0836,0,0,4,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0072","Entrenamiento","Matematica","Medio",0.1233,0,0,4,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0073","Prueba","Matematica","Alto",0.4391,2,2,2,"Si aspira","Femenino","Rural","1-4",1,4,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0074","Entrenamiento","Matematica","Bajo",0.1143,0,2,1,"Si aspira","Masculino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0075","Prueba","Matematica","Alto",0.5152,0,54,2,"Si aspira","Femenino","Urbana","21+",3,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0076","Entrenamiento","Matematica","Medio",0.1683,0,6,2,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0077","Entrenamiento","Matematica","Bajo",0.1027,0,8,4,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0078","Entrenamiento","Matematica","Bajo",0.104,0,0,4,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0079","Entrenamiento","Matematica","Alto",0.4652,3,2,1,"No aspira","Masculino","Urbana","1-4",2,1,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0080","Entrenamiento","Matematica","Alto",0.3572,0,12,2,"Si aspira","Femenino","Urbana","11-20",3,3,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0081","Validacion","Matematica","Alto",0.3218,0,2,1,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0082","Entrenamiento","Matematica","Alto",0.3076,0,4,3,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0083","Entrenamiento","Matematica","Alto",0.3261,0,10,2,"Si aspira","Femenino","Urbana","5-10",3,4,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0084","Validacion","Matematica","Medio",0.1838,0,4,2,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0085","Entrenamiento","Matematica","Medio",0.1778,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0086","Entrenamiento","Matematica","Alto",0.4919,2,6,2,"Si aspira","Femenino","Urbana","5-10",4,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0087","Prueba","Matematica","Alto",0.3396,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,4,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0088","Entrenamiento","Matematica","Bajo",0.0797,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0089","Prueba","Matematica","Medio",0.2357,1,12,2,"Si aspira","Masculino","Urbana","11-20",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0090","Validacion","Matematica","Alto",0.3196,0,18,2,"Si aspira","Masculino","Urbana","11-20",4,3,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0091","Prueba","Matematica","Alto",0.3706,0,0,3,"Si aspira","Femenino","Urbana","0",3,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0092","Prueba","Matematica","Medio",0.1709,0,4,1,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0093","Entrenamiento","Matematica","Alto",0.363,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,3,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0094","Validacion","Matematica","Medio",0.2323,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0095","Entrenamiento","Matematica","Medio",0.1512,0,6,4,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0096","Prueba","Matematica","Alto",0.3388,1,2,4,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0097","Entrenamiento","Matematica","Medio",0.214,0,2,1,"Si aspira","Masculino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0098","Validacion","Matematica","Alto",0.4447,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0099","Entrenamiento","Matematica","Medio",0.1947,0,6,1,"Si aspira","Femenino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0100","Entrenamiento","Matematica","Alto",0.4118,0,0,3,"Si aspira","Femenino","Urbana","0",4,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0101","Entrenamiento","Matematica","Alto",0.5021,0,14,1,"Si aspira","Masculino","Urbana","11-20",4,5,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0102","Entrenamiento","Matematica","Bajo",0.0536,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0103","Entrenamiento","Matematica","Medio",0.1707,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0104","Entrenamiento","Matematica","Alto",0.5467,0,26,2,"Si aspira","Femenino","Urbana","21+",3,5,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0105","Entrenamiento","Matematica","Medio",0.1189,0,0,2,"Si aspira","Masculino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0106","Prueba","Matematica","Medio",0.2255,0,10,4,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0107","Entrenamiento","Matematica","Alto",0.4007,0,8,4,"Si aspira","Femenino","Urbana","5-10",2,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0108","Prueba","Matematica","Medio",0.1204,0,2,3,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0109","Entrenamiento","Matematica","Medio",0.1757,0,6,4,"Si aspira","Masculino","Rural","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0110","Entrenamiento","Matematica","Medio",0.2462,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0111","Validacion","Matematica","Medio",0.1251,0,6,1,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0112","Validacion","Matematica","Medio",0.2723,1,0,3,"Si aspira","Femenino","Rural","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0113","Prueba","Matematica","Alto",0.3636,1,6,2,"Si aspira","Femenino","Urbana","5-10",2,2,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0114","Entrenamiento","Matematica","Medio",0.1795,0,10,1,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0115","Entrenamiento","Matematica","Alto",0.4067,0,8,2,"Si aspira","Masculino","Rural","5-10",2,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0116","Entrenamiento","Matematica","Medio",0.1725,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0117","Entrenamiento","Matematica","Bajo",0.0835,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0118","Prueba","Matematica","Medio",0.1514,0,0,1,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0119","Validacion","Matematica","Alto",0.3118,1,20,2,"Si aspira","Masculino","Rural","11-20",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0120","Entrenamiento","Matematica","Medio",0.1439,0,6,1,"Si aspira","Masculino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0121","Entrenamiento","Matematica","Medio",0.228,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0122","Validacion","Matematica","Medio",0.2248,0,6,4,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0123","Validacion","Matematica","Medio",0.2551,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0124","Entrenamiento","Matematica","Alto",0.3169,0,18,1,"Si aspira","Masculino","Urbana","11-20",4,4,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0125","Entrenamiento","Matematica","Alto",0.426,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0126","Entrenamiento","Matematica","Alto",0.3715,0,0,1,"Si aspira","Masculino","Urbana","0",3,5,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0127","Entrenamiento","Matematica","Medio",0.1385,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0128","Entrenamiento","Matematica","Alto",0.4716,3,2,2,"No aspira","Femenino","Urbana","1-4",0,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0129","Entrenamiento","Matematica","Alto",0.4525,2,0,1,"Si aspira","Masculino","Rural","0",2,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0130","Entrenamiento","Matematica","Medio",0.2632,0,8,1,"Si aspira","Masculino","Rural","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0131","Prueba","Matematica","Alto",0.3615,2,0,3,"Si aspira","Femenino","Rural","0",3,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0132","Entrenamiento","Matematica","Alto",0.3531,0,0,1,"Si aspira","Femenino","Urbana","0",1,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0133","Entrenamiento","Matematica","Alto",0.3746,0,12,1,"Si aspira","Femenino","Urbana","11-20",2,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0134","Entrenamiento","Matematica","Medio",0.1251,0,16,1,"Si aspira","Femenino","Urbana","11-20",3,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0135","Prueba","Matematica","Medio",0.2085,0,0,2,"Si aspira","Masculino","Rural","0",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0136","Validacion","Matematica","Medio",0.1363,0,0,3,"Si aspira","Femenino","Urbana","0",4,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0137","Validacion","Matematica","Medio",0.2408,0,0,2,"Si aspira","Masculino","Rural","0",3,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0138","Prueba","Matematica","Alto",0.4443,2,0,1,"Si aspira","Femenino","Urbana","0",3,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0139","Entrenamiento","Matematica","Alto",0.3785,1,0,2,"Si aspira","Masculino","Urbana","0",1,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0140","Entrenamiento","Matematica","Medio",0.1835,0,0,1,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0141","Entrenamiento","Matematica","Alto",0.2784,0,0,4,"Si aspira","Masculino","Urbana","0",4,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0142","Prueba","Matematica","Alto",0.4616,2,8,1,"Si aspira","Masculino","Urbana","5-10",2,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0143","Validacion","Matematica","Medio",0.2079,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0144","Entrenamiento","Matematica","Medio",0.2628,0,2,1,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0145","Entrenamiento","Matematica","Alto",0.5007,3,0,1,"Si aspira","Masculino","Urbana","0",2,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0146","Prueba","Matematica","Medio",0.2493,0,0,2,"Si aspira","Femenino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0147","Prueba","Matematica","Alto",0.4639,3,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0148","Prueba","Matematica","Medio",0.266,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0149","Entrenamiento","Matematica","Alto",0.4802,0,0,1,"No aspira","Masculino","Urbana","0",4,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0150","Entrenamiento","Matematica","Alto",0.4012,3,0,1,"Si aspira","Masculino","Urbana","0",2,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0151","Entrenamiento","Matematica","Alto",0.5963,3,0,1,"No aspira","Masculino","Urbana","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0152","Prueba","Matematica","Alto",0.3926,1,6,1,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0153","Entrenamiento","Matematica","Medio",0.1849,2,8,3,"Si aspira","Femenino","Rural","5-10",3,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0154","Validacion","Matematica","Alto",0.5613,3,0,1,"No aspira","Masculino","Urbana","0",3,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0155","Validacion","Matematica","Alto",0.3614,0,0,1,"Si aspira","Femenino","Urbana","0",4,1,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0156","Entrenamiento","Matematica","Alto",0.3699,0,2,2,"Si aspira","Masculino","Rural","1-4",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0157","Validacion","Matematica","Medio",0.2098,0,8,1,"Si aspira","Masculino","Rural","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0158","Entrenamiento","Matematica","Alto",0.4954,3,6,1,"Si aspira","Femenino","Rural","5-10",1,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0159","Entrenamiento","Matematica","Medio",0.1916,0,2,1,"Si aspira","Masculino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0160","Entrenamiento","Matematica","Alto",0.4076,1,4,2,"Si aspira","Masculino","Urbana","1-4",3,5,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0161","Validacion","Matematica","Alto",0.3962,2,0,1,"No aspira","Masculino","Rural","0",2,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0162","Validacion","Matematica","Alto",0.4649,2,6,2,"Si aspira","Masculino","Rural","5-10",3,4,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0163","Validacion","Matematica","Alto",0.3074,1,0,1,"Si aspira","Masculino","Urbana","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0164","Entrenamiento","Matematica","Alto",0.3593,0,2,1,"No aspira","Masculino","Urbana","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0165","Entrenamiento","Matematica","Alto",0.518,3,0,2,"No aspira","Masculino","Rural","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0166","Entrenamiento","Matematica","Alto",0.4154,1,16,1,"No aspira","Masculino","Urbana","11-20",3,2,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0167","Entrenamiento","Matematica","Alto",0.3793,0,4,2,"No aspira","Masculino","Urbana","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0168","Validacion","Matematica","Alto",0.3159,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,1,"FP - Falsa alarma",16],["EST-0169","Entrenamiento","Matematica","Alto",0.404,0,0,2,"Si aspira","Femenino","Urbana","0",2,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0170","Prueba","Matematica","Medio",0.2704,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0171","Entrenamiento","Matematica","Alto",0.3415,2,0,1,"Si aspira","Masculino","Urbana","0",3,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0172","Entrenamiento","Matematica","Medio",0.1713,0,2,2,"Si aspira","Masculino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0173","Prueba","Matematica","Medio",0.1302,0,0,2,"Si aspira","Masculino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0174","Prueba","Matematica","Alto",0.4366,3,0,2,"Si aspira","Femenino","Urbana","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0175","Prueba","Matematica","Medio",0.2706,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0176","Prueba","Matematica","Medio",0.1679,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0177","Entrenamiento","Matematica","Medio",0.1887,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0178","Entrenamiento","Matematica","Medio",0.2001,0,4,2,"Si aspira","Masculino","Urbana","1-4",3,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",6],["EST-0179","Validacion","Matematica","Medio",0.2109,0,10,1,"Si aspira","Masculino","Rural","5-10",4,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0180","Entrenamiento","Matematica","Medio",0.1606,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0181","Validacion","Matematica","Medio",0.2122,0,10,2,"Si aspira","Masculino","Urbana","5-10",4,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0182","Prueba","Matematica","Medio",0.1498,0,2,2,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0183","Entrenamiento","Matematica","Medio",0.1512,0,0,2,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0184","Entrenamiento","Matematica","Alto",0.3369,0,56,2,"Si aspira","Femenino","Urbana","21+",3,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0185","Entrenamiento","Matematica","Alto",0.2838,0,14,2,"Si aspira","Femenino","Urbana","11-20",3,2,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0186","Entrenamiento","Matematica","Medio",0.1954,0,12,2,"Si aspira","Masculino","Urbana","11-20",3,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0187","Entrenamiento","Matematica","Medio",0.2334,0,2,1,"Si aspira","Masculino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0188","Entrenamiento","Matematica","Medio",0.2393,0,0,2,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0189","Entrenamiento","Matematica","Medio",0.275,0,6,2,"Si aspira","Femenino","Urbana","5-10",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0190","Entrenamiento","Matematica","Medio",0.194,0,4,2,"Si aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0191","Entrenamiento","Matematica","Medio",0.2597,0,10,2,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0192","Prueba","Matematica","Alto",0.3075,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0193","Validacion","Matematica","Medio",0.1184,0,12,2,"Si aspira","Masculino","Urbana","11-20",1,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0194","Prueba","Matematica","Medio",0.2029,0,8,1,"Si aspira","Masculino","Rural","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0195","Entrenamiento","Matematica","Medio",0.1525,0,0,1,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0196","Entrenamiento","Matematica","Medio",0.1754,0,0,2,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0197","Validacion","Matematica","Medio",0.1942,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0198","Entrenamiento","Matematica","Medio",0.1216,0,8,1,"Si aspira","Masculino","Rural","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0199","Prueba","Matematica","Alto",0.4451,1,24,1,"Si aspira","Femenino","Urbana","21+",4,4,"Aprobo",0,1,"FP - Falsa alarma",18],["EST-0200","Entrenamiento","Matematica","Medio",0.1905,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0201","Validacion","Matematica","Medio",0.2531,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0202","Entrenamiento","Matematica","Alto",0.2874,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0203","Entrenamiento","Matematica","Alto",0.3207,0,4,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0204","Entrenamiento","Matematica","Alto",0.3428,0,18,1,"Si aspira","Femenino","Rural","11-20",2,2,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0205","Entrenamiento","Matematica","Medio",0.2504,0,6,4,"Si aspira","Femenino","Rural","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0206","Entrenamiento","Matematica","Alto",0.5319,1,28,3,"Si aspira","Femenino","Urbana","21+",3,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0207","Entrenamiento","Matematica","Alto",0.641,3,5,2,"Si aspira","Femenino","Urbana","5-10",3,3,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0208","Entrenamiento","Matematica","Medio",0.1259,0,10,2,"Si aspira","Femenino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0209","Validacion","Matematica","Alto",0.3219,0,6,1,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0210","Validacion","Matematica","Medio",0.1422,0,6,3,"Si aspira","Femenino","Rural","5-10",4,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",7],["EST-0211","Validacion","Matematica","Bajo",0.1086,0,10,4,"Si aspira","Femenino","Urbana","5-10",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0212","Validacion","Matematica","Alto",0.4642,0,13,2,"Si aspira","Masculino","Urbana","11-20",4,5,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0213","Validacion","Matematica","Alto",0.3803,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0214","Entrenamiento","Matematica","Alto",0.4889,1,15,2,"Si aspira","Masculino","Urbana","11-20",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0215","Entrenamiento","Matematica","Medio",0.1348,0,12,1,"Si aspira","Femenino","Rural","11-20",4,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0216","Prueba","Matematica","Medio",0.1797,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0217","Prueba","Matematica","Alto",0.5187,2,22,2,"Si aspira","Femenino","Urbana","21+",4,5,"Reprobo",1,1,"TP - Detectado correctamente",4],["EST-0218","Validacion","Matematica","Alto",0.4916,1,13,2,"Si aspira","Masculino","Urbana","11-20",3,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0219","Entrenamiento","Matematica","Alto",0.3142,0,3,1,"Si aspira","Femenino","Urbana","1-4",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0220","Entrenamiento","Matematica","Alto",0.2932,0,4,3,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0221","Entrenamiento","Matematica","Alto",0.3309,0,2,2,"Si aspira","Femenino","Rural","1-4",2,5,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0222","Entrenamiento","Matematica","Alto",0.4116,1,0,3,"Si aspira","Femenino","Urbana","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0223","Entrenamiento","Matematica","Medio",0.174,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0224","Prueba","Matematica","Medio",0.2164,0,0,2,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0225","Prueba","Matematica","Medio",0.1829,0,0,3,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0226","Validacion","Matematica","Alto",0.4066,1,16,2,"Si aspira","Femenino","Rural","11-20",3,3,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0227","Validacion","Matematica","Alto",0.2918,0,10,2,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0228","Entrenamiento","Matematica","Medio",0.198,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0229","Entrenamiento","Matematica","Alto",0.4583,0,14,2,"Si aspira","Masculino","Urbana","11-20",2,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0230","Entrenamiento","Matematica","Medio",0.1575,0,10,3,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0231","Prueba","Matematica","Medio",0.1568,0,14,2,"Si aspira","Femenino","Urbana","11-20",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0232","Entrenamiento","Matematica","Medio",0.1953,0,4,2,"Si aspira","Masculino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0233","Entrenamiento","Matematica","Alto",0.3664,0,14,2,"Si aspira","Masculino","Urbana","11-20",4,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0234","Entrenamiento","Matematica","Medio",0.1317,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0235","Validacion","Matematica","Alto",0.2896,0,18,2,"Si aspira","Masculino","Urbana","11-20",1,2,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0236","Entrenamiento","Matematica","Bajo",0.0731,0,10,3,"Si aspira","Masculino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0237","Entrenamiento","Matematica","Medio",0.1593,0,4,2,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0238","Prueba","Matematica","Alto",0.3357,0,20,1,"Si aspira","Femenino","Urbana","11-20",2,2,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0239","Prueba","Matematica","Medio",0.1785,0,2,2,"Si aspira","Femenino","Rural","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0240","Validacion","Matematica","Alto",0.3372,1,0,2,"No aspira","Masculino","Urbana","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0241","Validacion","Matematica","Alto",0.3054,0,14,2,"Si aspira","Masculino","Urbana","11-20",4,5,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0242","Entrenamiento","Matematica","Medio",0.147,0,2,2,"Si aspira","Masculino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0243","Entrenamiento","Matematica","Medio",0.2741,0,0,1,"Si aspira","Masculino","Urbana","0",4,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0244","Entrenamiento","Matematica","Medio",0.1442,0,0,1,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0245","Validacion","Matematica","Alto",0.2869,0,0,3,"Si aspira","Femenino","Urbana","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0246","Entrenamiento","Matematica","Alto",0.3008,0,6,1,"Si aspira","Masculino","Urbana","5-10",2,3,"Aprobo",0,1,"FP - Falsa alarma",18],["EST-0247","Entrenamiento","Matematica","Medio",0.1556,0,4,1,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0248","Prueba","Matematica","Alto",0.5798,3,16,1,"No aspira","Masculino","Urbana","11-20",3,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0249","Entrenamiento","Matematica","Alto",0.3863,1,8,2,"Si aspira","Masculino","Rural","5-10",3,3,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0250","Prueba","Matematica","Medio",0.1994,0,0,1,"Si aspira","Masculino","Urbana","0",0,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0251","Entrenamiento","Matematica","Alto",0.4823,1,0,1,"No aspira","Masculino","Urbana","0",3,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0252","Validacion","Matematica","Medio",0.1654,0,6,2,"Si aspira","Masculino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0253","Prueba","Matematica","Alto",0.4195,1,4,1,"No aspira","Masculino","Urbana","1-4",2,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0254","Entrenamiento","Matematica","Medio",0.224,0,0,1,"Si aspira","Masculino","Rural","0",2,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0255","Entrenamiento","Matematica","Medio",0.2102,0,0,1,"Si aspira","Masculino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0256","Entrenamiento","Matematica","Alto",0.4467,1,2,1,"Si aspira","Masculino","Urbana","1-4",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0257","Entrenamiento","Matematica","Medio",0.1402,0,6,4,"Si aspira","Femenino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0258","Prueba","Matematica","Medio",0.1175,0,12,2,"Si aspira","Masculino","Urbana","11-20",4,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0259","Entrenamiento","Matematica","Medio",0.2748,0,8,2,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0260","Entrenamiento","Matematica","Medio",0.1521,0,0,4,"Si aspira","Femenino","Urbana","0",2,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0261","Prueba","Matematica","Alto",0.4083,0,21,2,"Si aspira","Femenino","Urbana","21+",4,2,"Aprobo",0,1,"FP - Falsa alarma",18],["EST-0262","Entrenamiento","Matematica","Alto",0.3512,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0263","Entrenamiento","Matematica","Medio",0.205,0,1,3,"Si aspira","Masculino","Rural","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0264","Prueba","Matematica","Medio",0.2329,0,4,3,"Si aspira","Femenino","Urbana","1-4",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0265","Entrenamiento","Matematica","Alto",0.3801,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0266","Entrenamiento","Matematica","Medio",0.1898,0,13,2,"Si aspira","Masculino","Rural","11-20",3,5,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0267","Entrenamiento","Matematica","Medio",0.1203,0,2,2,"Si aspira","Masculino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0268","Validacion","Matematica","Medio",0.1516,0,8,2,"Si aspira","Femenino","Rural","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0269","Entrenamiento","Matematica","Medio",0.2427,0,10,2,"Si aspira","Masculino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0270","Prueba","Matematica","Alto",0.4563,0,0,2,"No aspira","Femenino","Rural","0",2,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0271","Entrenamiento","Matematica","Alto",0.5326,2,15,2,"Si aspira","Femenino","Urbana","11-20",3,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0272","Entrenamiento","Matematica","Alto",0.2765,0,4,4,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0273","Prueba","Matematica","Alto",0.3296,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0274","Entrenamiento","Matematica","Medio",0.1959,0,2,2,"Si aspira","Masculino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0275","Entrenamiento","Matematica","Medio",0.2547,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0276","Prueba","Matematica","Alto",0.4522,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0277","Validacion","Matematica","Medio",0.2207,0,75,2,"No aspira","Femenino","Rural","21+",3,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0278","Prueba","Matematica","Medio",0.264,0,22,1,"Si aspira","Masculino","Urbana","21+",4,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0279","Validacion","Matematica","Alto",0.3722,1,15,2,"Si aspira","Femenino","Urbana","11-20",4,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0280","Entrenamiento","Matematica","Medio",0.1931,0,8,1,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0281","Entrenamiento","Matematica","Alto",0.4345,0,30,1,"Si aspira","Masculino","Urbana","21+",4,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0282","Validacion","Matematica","Medio",0.2448,1,19,1,"Si aspira","Masculino","Urbana","11-20",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0283","Entrenamiento","Matematica","Medio",0.1267,0,1,4,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0284","Entrenamiento","Matematica","Alto",0.3535,0,4,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0285","Validacion","Matematica","Alto",0.3496,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0286","Prueba","Matematica","Medio",0.2436,0,2,2,"Si aspira","Masculino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0287","Prueba","Matematica","Medio",0.2077,0,5,3,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0288","Validacion","Matematica","Medio",0.2355,0,6,3,"Si aspira","Femenino","Urbana","5-10",1,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0289","Entrenamiento","Matematica","Medio",0.1904,0,6,3,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0290","Prueba","Matematica","Medio",0.1354,0,9,2,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0291","Entrenamiento","Matematica","Alto",0.284,0,11,2,"Si aspira","Masculino","Urbana","11-20",4,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0292","Validacion","Matematica","Medio",0.214,0,0,3,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0293","Entrenamiento","Matematica","Alto",0.3594,1,12,2,"Si aspira","Femenino","Urbana","11-20",2,3,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0294","Entrenamiento","Matematica","Medio",0.1315,0,6,4,"Si aspira","Femenino","Rural","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0295","Entrenamiento","Matematica","Medio",0.1272,0,8,3,"Si aspira","Masculino","Rural","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0296","Entrenamiento","Matematica","Alto",0.306,0,4,1,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0297","Entrenamiento","Matematica","Alto",0.2984,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0298","Entrenamiento","Matematica","Alto",0.3822,0,10,2,"Si aspira","Femenino","Urbana","5-10",4,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0299","Entrenamiento","Matematica","Bajo",0.1056,0,0,4,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0300","Validacion","Matematica","Alto",0.3987,0,5,1,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,1,"FP - Falsa alarma",16],["EST-0301","Entrenamiento","Matematica","Medio",0.1547,0,14,2,"Si aspira","Femenino","Urbana","11-20",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0302","Validacion","Matematica","Medio",0.1247,0,0,1,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0303","Entrenamiento","Matematica","Medio",0.1386,0,0,3,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0304","Prueba","Matematica","Medio",0.2027,0,0,4,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0305","Entrenamiento","Matematica","Alto",0.3391,1,20,2,"Si aspira","Masculino","Urbana","11-20",3,4,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0306","Validacion","Matematica","Alto",0.339,1,8,2,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0307","Prueba","Matematica","Bajo",0.1115,0,0,1,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0308","Entrenamiento","Matematica","Alto",0.4282,1,38,1,"Si aspira","Masculino","Urbana","21+",4,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0309","Entrenamiento","Matematica","Alto",0.3027,1,0,2,"Si aspira","Masculino","Rural","0",3,3,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0310","Entrenamiento","Matematica","Alto",0.3644,1,18,2,"Si aspira","Femenino","Urbana","11-20",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0311","Entrenamiento","Matematica","Alto",0.3784,1,0,2,"Si aspira","Femenino","Urbana","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0312","Prueba","Matematica","Medio",0.1907,0,20,2,"No aspira","Femenino","Urbana","11-20",2,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0313","Prueba","Matematica","Alto",0.2836,1,3,2,"Si aspira","Masculino","Urbana","1-4",1,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0314","Validacion","Matematica","Alto",0.4109,1,22,2,"Si aspira","Femenino","Urbana","21+",3,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0315","Entrenamiento","Matematica","Medio",0.258,2,14,3,"Si aspira","Femenino","Urbana","11-20",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0316","Validacion","Matematica","Alto",0.331,1,40,3,"Si aspira","Femenino","Rural","21+",2,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0317","Entrenamiento","Matematica","Alto",0.3572,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0318","Entrenamiento","Matematica","Alto",0.3811,0,9,3,"Si aspira","Femenino","Urbana","5-10",4,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0319","Entrenamiento","Matematica","Medio",0.2556,0,0,3,"Si aspira","Femenino","Rural","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0320","Validacion","Matematica","Alto",0.408,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0321","Entrenamiento","Matematica","Alto",0.371,0,23,2,"Si aspira","Femenino","Urbana","21+",4,2,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0322","Entrenamiento","Matematica","Alto",0.3779,0,12,2,"Si aspira","Femenino","Urbana","11-20",2,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0323","Validacion","Matematica","Medio",0.2495,0,3,3,"Si aspira","Femenino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0324","Entrenamiento","Matematica","Medio",0.1913,0,1,3,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0325","Prueba","Matematica","Medio",0.1555,0,0,3,"Si aspira","Femenino","Urbana","0",0,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0326","Entrenamiento","Matematica","Medio",0.1364,0,3,3,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0327","Entrenamiento","Matematica","Medio",0.2329,0,3,1,"Si aspira","Masculino","Urbana","1-4",3,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0328","Entrenamiento","Matematica","Medio",0.2056,0,8,1,"Si aspira","Masculino","Rural","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0329","Entrenamiento","Matematica","Alto",0.3739,0,7,3,"Si aspira","Femenino","Urbana","5-10",4,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0330","Entrenamiento","Matematica","Alto",0.3743,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0331","Entrenamiento","Matematica","Alto",0.3698,0,2,4,"Si aspira","Masculino","Urbana","1-4",2,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0332","Validacion","Matematica","Alto",0.34,0,7,3,"Si aspira","Femenino","Rural","5-10",2,3,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0333","Entrenamiento","Matematica","Medio",0.2743,0,0,2,"Si aspira","Femenino","Urbana","0",3,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0334","Validacion","Matematica","Medio",0.2416,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0335","Entrenamiento","Matematica","Alto",0.3115,0,0,4,"Si aspira","Femenino","Rural","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0336","Entrenamiento","Matematica","Medio",0.2715,0,16,3,"Si aspira","Femenino","Urbana","11-20",3,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0337","Entrenamiento","Matematica","Alto",0.3346,1,12,3,"Si aspira","Femenino","Rural","11-20",3,3,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0338","Entrenamiento","Matematica","Alto",0.3935,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0339","Prueba","Matematica","Medio",0.2269,0,7,4,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0340","Entrenamiento","Matematica","Medio",0.2672,0,4,2,"Si aspira","Femenino","Rural","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0341","Prueba","Matematica","Alto",0.4583,1,4,3,"Si aspira","Femenino","Urbana","1-4",2,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0342","Prueba","Matematica","Medio",0.2529,1,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0343","Entrenamiento","Matematica","Medio",0.1499,0,11,2,"Si aspira","Masculino","Urbana","11-20",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0344","Entrenamiento","Matematica","Alto",0.3819,1,0,2,"Si aspira","Femenino","Urbana","0",2,1,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0345","Entrenamiento","Matematica","Medio",0.2675,0,4,3,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0346","Entrenamiento","Matematica","Medio",0.1934,0,7,3,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0347","Entrenamiento","Matematica","Medio",0.1965,0,9,3,"Si aspira","Masculino","Rural","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0348","Entrenamiento","Matematica","Alto",0.3792,0,0,3,"Si aspira","Masculino","Urbana","0",4,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0349","Entrenamiento","Matematica","Medio",0.1744,0,0,3,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0350","Entrenamiento","Matematica","Alto",0.3629,1,10,1,"Si aspira","Masculino","Rural","5-10",3,5,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0351","Prueba","Matematica","Alto",0.4203,3,8,2,"Si aspira","Masculino","Rural","5-10",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0352","Prueba","Matematica","Alto",0.3616,0,2,2,"Si aspira","Masculino","Urbana","1-4",3,4,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0353","Entrenamiento","Matematica","Alto",0.5295,1,7,1,"No aspira","Masculino","Urbana","5-10",1,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0354","Entrenamiento","Matematica","Alto",0.3627,1,4,1,"Si aspira","Masculino","Rural","1-4",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0355","Entrenamiento","Matematica","Alto",0.3287,0,4,2,"Si aspira","Masculino","Rural","1-4",4,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0356","Validacion","Matematica","Alto",0.3278,0,0,2,"Si aspira","Femenino","Urbana","0",3,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0357","Prueba","Matematica","Alto",0.3094,0,4,2,"Si aspira","Femenino","Rural","1-4",4,3,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0358","Entrenamiento","Matematica","Medio",0.1611,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0359","Entrenamiento","Matematica","Medio",0.2098,0,4,1,"Si aspira","Masculino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0360","Entrenamiento","Matematica","Medio",0.21,0,0,3,"Si aspira","Femenino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0361","Prueba","Matematica","Medio",0.1799,0,0,2,"Si aspira","Femenino","Rural","0",1,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0362","Entrenamiento","Matematica","Alto",0.3396,1,2,2,"No aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0363","Entrenamiento","Matematica","Medio",0.2352,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0364","Entrenamiento","Matematica","Alto",0.3923,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0365","Prueba","Matematica","Medio",0.2381,0,0,2,"Si aspira","Femenino","Rural","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0366","Entrenamiento","Matematica","Alto",0.3874,0,4,2,"Si aspira","Masculino","Rural","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0367","Entrenamiento","Matematica","Medio",0.1331,0,0,3,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0368","Prueba","Matematica","Alto",0.4343,1,0,1,"Si aspira","Femenino","Rural","0",1,1,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0369","Validacion","Matematica","Alto",0.3837,0,0,1,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0370","Entrenamiento","Matematica","Alto",0.3336,0,10,2,"Si aspira","Femenino","Rural","5-10",4,2,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0371","Entrenamiento","Matematica","Alto",0.5337,2,4,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0372","Validacion","Matematica","Alto",0.3366,0,3,1,"No aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0373","Entrenamiento","Matematica","Medio",0.2504,0,8,3,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0374","Prueba","Matematica","Alto",0.3807,0,14,1,"Si aspira","Femenino","Rural","11-20",1,5,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0375","Entrenamiento","Matematica","Medio",0.1276,0,0,3,"Si aspira","Femenino","Rural","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0376","Entrenamiento","Matematica","Medio",0.2248,0,2,3,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0377","Entrenamiento","Matematica","Alto",0.3914,2,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0378","Entrenamiento","Matematica","Medio",0.2474,0,4,2,"Si aspira","Femenino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0379","Entrenamiento","Matematica","Alto",0.2901,0,0,2,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,1,"FP - Falsa alarma",15],["EST-0380","Prueba","Matematica","Alto",0.336,0,17,2,"Si aspira","Femenino","Rural","11-20",3,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0381","Validacion","Matematica","Alto",0.3461,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0382","Entrenamiento","Matematica","Alto",0.4104,0,5,1,"Si aspira","Masculino","Rural","5-10",2,3,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0383","Entrenamiento","Matematica","Medio",0.193,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0384","Entrenamiento","Matematica","Alto",0.509,1,0,1,"Si aspira","Masculino","Rural","0",1,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0385","Validacion","Matematica","Alto",0.2951,1,14,1,"Si aspira","Masculino","Rural","11-20",4,3,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0386","Entrenamiento","Matematica","Medio",0.218,0,2,3,"Si aspira","Femenino","Rural","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0387","Entrenamiento","Matematica","Alto",0.3991,0,7,1,"Si aspira","Femenino","Rural","5-10",4,3,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0388","Entrenamiento","Matematica","Alto",0.3953,1,0,3,"Si aspira","Femenino","Rural","0",2,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0389","Entrenamiento","Matematica","Alto",0.4711,0,0,2,"Si aspira","Femenino","Urbana","0",3,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0390","Entrenamiento","Matematica","Alto",0.5935,1,0,2,"Si aspira","Femenino","Urbana","0",1,1,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0391","Validacion","Matematica","Alto",0.6118,2,11,2,"Si aspira","Masculino","Urbana","11-20",2,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0392","Validacion","Matematica","Alto",0.3698,0,3,1,"Si aspira","Masculino","Urbana","1-4",3,5,"Aprobo",0,1,"FP - Falsa alarma",16],["EST-0393","Entrenamiento","Matematica","Alto",0.4289,3,3,1,"Si aspira","Masculino","Rural","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0394","Validacion","Matematica","Medio",0.1607,0,0,1,"Si aspira","Masculino","Rural","0",3,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0395","Validacion","Matematica","Alto",0.2935,0,5,1,"Si aspira","Masculino","Urbana","5-10",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0396","Prueba","Portugues","Medio",0.1574,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0397","Entrenamiento","Portugues","Medio",0.145,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0398","Prueba","Portugues","Bajo",0.0876,0,6,2,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0399","Entrenamiento","Portugues","Medio",0.1243,0,0,3,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0400","Validacion","Portugues","Bajo",0.0792,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0401","Entrenamiento","Portugues","Bajo",0.0279,0,6,2,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0402","Prueba","Portugues","Bajo",0.104,0,0,2,"Si aspira","Masculino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0403","Entrenamiento","Portugues","Medio",0.1887,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0404","Entrenamiento","Portugues","Bajo",0.0427,0,0,2,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0405","Prueba","Portugues","Bajo",0.0536,0,0,2,"Si aspira","Masculino","Urbana","0",3,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0406","Entrenamiento","Portugues","Bajo",0.1078,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0407","Validacion","Portugues","Bajo",0.0227,0,0,3,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0408","Validacion","Portugues","Bajo",0.109,0,0,1,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0409","Entrenamiento","Portugues","Bajo",0.0506,0,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0410","Prueba","Portugues","Bajo",0.0471,0,0,3,"Si aspira","Masculino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0411","Entrenamiento","Portugues","Medio",0.1258,0,6,1,"Si aspira","Femenino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0412","Entrenamiento","Portugues","Bajo",0.0589,0,10,3,"Si aspira","Femenino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0413","Entrenamiento","Portugues","Bajo",0.0699,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0414","Entrenamiento","Portugues","Alto",0.5487,3,2,1,"Si aspira","Masculino","Urbana","1-4",3,5,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0415","Validacion","Portugues","Bajo",0.0551,0,6,1,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0416","Validacion","Portugues","Bajo",0.0228,0,0,2,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0417","Entrenamiento","Portugues","Medio",0.1283,0,0,1,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0418","Prueba","Portugues","Bajo",0.0481,0,0,2,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0419","Entrenamiento","Portugues","Bajo",0.0768,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0420","Validacion","Portugues","Medio",0.241,0,2,3,"Si aspira","Femenino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0421","Entrenamiento","Portugues","Medio",0.1562,0,6,1,"Si aspira","Femenino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0422","Entrenamiento","Portugues","Medio",0.1472,0,8,1,"Si aspira","Masculino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0423","Validacion","Portugues","Medio",0.1476,0,0,1,"Si aspira","Masculino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0424","Entrenamiento","Portugues","Medio",0.1285,0,2,2,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0425","Entrenamiento","Portugues","Medio",0.2237,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0426","Validacion","Portugues","Medio",0.1975,0,0,2,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0427","Entrenamiento","Portugues","Bajo",0.0341,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,1,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0428","Entrenamiento","Portugues","Bajo",0.085,0,0,2,"Si aspira","Masculino","Rural","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0429","Entrenamiento","Portugues","Bajo",0.065,0,0,2,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0430","Prueba","Portugues","Medio",0.2157,0,4,1,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0431","Prueba","Portugues","Bajo",0.0387,0,4,1,"Si aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0432","Validacion","Portugues","Bajo",0.0498,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0433","Entrenamiento","Portugues","Bajo",0.0741,0,4,3,"Si aspira","Masculino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0434","Validacion","Portugues","Medio",0.2616,0,2,3,"Si aspira","Femenino","Rural","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0435","Entrenamiento","Portugues","Bajo",0.1027,0,8,1,"Si aspira","Femenino","Rural","5-10",2,1,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0436","Entrenamiento","Portugues","Medio",0.1601,0,16,2,"Si aspira","Femenino","Urbana","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0437","Entrenamiento","Portugues","Bajo",0.0655,0,8,1,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0438","Entrenamiento","Portugues","Bajo",0.0671,0,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0439","Entrenamiento","Portugues","Medio",0.1585,0,0,1,"Si aspira","Masculino","Urbana","0",2,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0440","Entrenamiento","Portugues","Medio",0.2672,1,14,2,"Si aspira","Femenino","Urbana","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0441","Validacion","Portugues","Medio",0.1353,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0442","Entrenamiento","Portugues","Medio",0.1395,0,6,2,"Si aspira","Femenino","Urbana","5-10",3,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0443","Prueba","Portugues","Bajo",0.033,0,2,4,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0444","Entrenamiento","Portugues","Bajo",0.0894,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0445","Validacion","Portugues","Medio",0.1349,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0446","Prueba","Portugues","Medio",0.1185,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0447","Entrenamiento","Portugues","Bajo",0.0479,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0448","Entrenamiento","Portugues","Alto",0.3154,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0449","Prueba","Portugues","Alto",0.288,0,0,1,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0450","Entrenamiento","Portugues","Bajo",0.0621,0,0,1,"Si aspira","Femenino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0451","Prueba","Portugues","Bajo",0.0532,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0452","Entrenamiento","Portugues","Bajo",0.0466,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0453","Entrenamiento","Portugues","Bajo",0.0999,0,8,2,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0454","Validacion","Portugues","Medio",0.1673,0,0,2,"Si aspira","Masculino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0455","Prueba","Portugues","Bajo",0.1027,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0456","Prueba","Portugues","Bajo",0.1097,0,0,2,"Si aspira","Femenino","Rural","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0457","Validacion","Portugues","Medio",0.2726,0,0,1,"Si aspira","Femenino","Urbana","0",1,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0458","Prueba","Portugues","Bajo",0.1131,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0459","Entrenamiento","Portugues","Alto",0.3015,0,0,3,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0460","Entrenamiento","Portugues","Bajo",0.0967,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0461","Validacion","Portugues","Bajo",0.0575,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0462","Entrenamiento","Portugues","Bajo",0.0969,0,0,4,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0463","Entrenamiento","Portugues","Medio",0.1326,0,0,4,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0464","Validacion","Portugues","Bajo",0.107,0,0,2,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0465","Entrenamiento","Portugues","Bajo",0.0716,0,6,4,"Si aspira","Femenino","Rural","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0466","Validacion","Portugues","Bajo",0.035,0,2,4,"Si aspira","Masculino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0467","Entrenamiento","Portugues","Bajo",0.0501,0,0,4,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0468","Prueba","Portugues","Medio",0.184,0,2,2,"Si aspira","Femenino","Rural","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0469","Entrenamiento","Portugues","Bajo",0.0585,0,0,1,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0470","Prueba","Portugues","Alto",0.3027,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0471","Entrenamiento","Portugues","Bajo",0.0523,0,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0472","Entrenamiento","Portugues","Bajo",0.0356,0,0,4,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0473","Entrenamiento","Portugues","Bajo",0.031,0,1,4,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0474","Entrenamiento","Portugues","Alto",0.4411,3,0,1,"No aspira","Masculino","Urbana","0",2,1,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0475","Entrenamiento","Portugues","Medio",0.1405,0,14,2,"Si aspira","Femenino","Urbana","11-20",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0476","Validacion","Portugues","Medio",0.1733,0,0,1,"Si aspira","Masculino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0477","Entrenamiento","Portugues","Medio",0.1894,0,2,3,"Si aspira","Masculino","Urbana","1-4",2,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0478","Entrenamiento","Portugues","Bajo",0.0613,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0479","Validacion","Portugues","Bajo",0.0997,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0480","Entrenamiento","Portugues","Medio",0.1344,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0481","Entrenamiento","Portugues","Bajo",0.0628,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0482","Prueba","Portugues","Medio",0.1183,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0483","Entrenamiento","Portugues","Bajo",0.0326,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0484","Prueba","Portugues","Bajo",0.0524,0,6,2,"Si aspira","Masculino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0485","Validacion","Portugues","Medio",0.1197,0,6,2,"Si aspira","Masculino","Urbana","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0486","Prueba","Portugues","Bajo",0.0897,0,2,3,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0487","Prueba","Portugues","Bajo",0.0582,0,6,1,"Si aspira","Femenino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0488","Entrenamiento","Portugues","Medio",0.1906,0,0,2,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0489","Validacion","Portugues","Bajo",0.0745,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0490","Entrenamiento","Portugues","Bajo",0.0652,0,2,4,"Si aspira","Masculino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0491","Prueba","Portugues","Medio",0.1175,0,4,4,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0492","Entrenamiento","Portugues","Medio",0.159,0,6,1,"Si aspira","Masculino","Rural","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0493","Validacion","Portugues","Medio",0.1831,0,0,2,"Si aspira","Femenino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0494","Entrenamiento","Portugues","Bajo",0.0714,0,4,1,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0495","Entrenamiento","Portugues","Medio",0.2034,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0496","Entrenamiento","Portugues","Alto",0.3968,0,12,1,"Si aspira","Masculino","Urbana","11-20",4,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0497","Entrenamiento","Portugues","Bajo",0.03,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0498","Entrenamiento","Portugues","Bajo",0.0989,0,2,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0499","Entrenamiento","Portugues","Alto",0.2909,0,16,2,"Si aspira","Femenino","Urbana","11-20",3,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0500","Entrenamiento","Portugues","Bajo",0.0378,0,0,2,"Si aspira","Masculino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0501","Prueba","Portugues","Medio",0.1472,0,10,4,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0502","Entrenamiento","Portugues","Bajo",0.0962,0,4,4,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0503","Prueba","Portugues","Bajo",0.0428,0,4,3,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0504","Entrenamiento","Portugues","Bajo",0.0607,0,8,4,"Si aspira","Masculino","Rural","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0505","Entrenamiento","Portugues","Medio",0.1152,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0506","Validacion","Portugues","Bajo",0.0849,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0507","Validacion","Portugues","Bajo",0.0422,0,4,3,"Si aspira","Femenino","Rural","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0508","Prueba","Portugues","Medio",0.1894,1,12,2,"Si aspira","Femenino","Urbana","11-20",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0509","Entrenamiento","Portugues","Bajo",0.096,0,10,1,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0510","Entrenamiento","Portugues","Medio",0.125,0,4,2,"Si aspira","Masculino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0511","Entrenamiento","Portugues","Medio",0.1203,0,6,2,"Si aspira","Masculino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0512","Entrenamiento","Portugues","Bajo",0.0473,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0513","Prueba","Portugues","Bajo",0.1042,0,6,1,"Si aspira","Masculino","Urbana","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0514","Validacion","Portugues","Medio",0.144,1,14,2,"Si aspira","Masculino","Rural","11-20",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0515","Entrenamiento","Portugues","Bajo",0.0515,0,2,1,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0516","Entrenamiento","Portugues","Medio",0.1414,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0517","Validacion","Portugues","Bajo",0.107,0,6,4,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0518","Validacion","Portugues","Medio",0.1192,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0519","Entrenamiento","Portugues","Medio",0.1347,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0520","Entrenamiento","Portugues","Medio",0.1242,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0521","Entrenamiento","Portugues","Alto",0.3263,0,2,1,"Si aspira","Masculino","Urbana","1-4",3,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0522","Entrenamiento","Portugues","Bajo",0.0564,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0523","Entrenamiento","Portugues","Medio",0.2668,2,0,2,"No aspira","Femenino","Urbana","0",0,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0524","Entrenamiento","Portugues","Medio",0.2147,0,8,1,"Si aspira","Masculino","Rural","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0525","Validacion","Portugues","Bajo",0.113,0,4,3,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0526","Prueba","Portugues","Bajo",0.0912,0,0,3,"Si aspira","Femenino","Rural","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0527","Prueba","Portugues","Alto",0.594,3,10,2,"No aspira","Femenino","Urbana","5-10",2,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0528","Validacion","Portugues","Bajo",0.104,0,8,1,"Si aspira","Femenino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0529","Entrenamiento","Portugues","Medio",0.1561,0,6,1,"Si aspira","Femenino","Urbana","5-10",1,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0530","Entrenamiento","Portugues","Medio",0.1467,0,2,1,"Si aspira","Femenino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0531","Entrenamiento","Portugues","Bajo",0.0591,0,12,1,"Si aspira","Femenino","Urbana","11-20",3,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0532","Entrenamiento","Portugues","Bajo",0.0723,0,4,1,"Si aspira","Masculino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0533","Entrenamiento","Portugues","Medio",0.1741,1,12,1,"Si aspira","Femenino","Urbana","11-20",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0534","Prueba","Portugues","Medio",0.1335,0,2,2,"Si aspira","Masculino","Rural","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0535","Validacion","Portugues","Bajo",0.06,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0536","Validacion","Portugues","Medio",0.1181,0,2,2,"Si aspira","Masculino","Rural","1-4",3,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0537","Entrenamiento","Portugues","Bajo",0.0941,0,0,2,"Si aspira","Femenino","Rural","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0538","Validacion","Portugues","Medio",0.1754,0,2,1,"Si aspira","Masculino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0539","Entrenamiento","Portugues","Medio",0.1498,0,10,3,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0540","Entrenamiento","Portugues","Medio",0.2,0,8,1,"Si aspira","Femenino","Rural","5-10",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0541","Prueba","Portugues","Bajo",0.1061,0,4,1,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0542","Entrenamiento","Portugues","Alto",0.3409,2,0,2,"Si aspira","Masculino","Urbana","0",1,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0543","Entrenamiento","Portugues","Medio",0.142,0,6,1,"Si aspira","Femenino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0544","Entrenamiento","Portugues","Alto",0.4002,1,2,1,"Si aspira","Femenino","Rural","1-4",1,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0545","Entrenamiento","Portugues","Bajo",0.1045,0,6,4,"Si aspira","Masculino","Urbana","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0546","Entrenamiento","Portugues","Alto",0.3255,0,24,2,"Si aspira","Femenino","Urbana","21+",3,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0547","Entrenamiento","Portugues","Bajo",0.0596,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0548","Prueba","Portugues","Bajo",0.0746,0,4,1,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0549","Validacion","Portugues","Bajo",0.0595,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0550","Entrenamiento","Portugues","Medio",0.1929,0,4,1,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0551","Entrenamiento","Portugues","Medio",0.2669,0,22,1,"Si aspira","Masculino","Urbana","21+",2,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",6],["EST-0552","Prueba","Portugues","Medio",0.1717,0,0,2,"Si aspira","Femenino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0553","Entrenamiento","Portugues","Medio",0.1721,0,0,1,"No aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0554","Prueba","Portugues","Medio",0.2618,1,2,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0555","Prueba","Portugues","Medio",0.1449,0,6,2,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0556","Entrenamiento","Portugues","Medio",0.174,0,6,2,"Si aspira","Femenino","Urbana","5-10",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0557","Entrenamiento","Portugues","Alto",0.4784,0,16,1,"No aspira","Masculino","Urbana","11-20",4,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0558","Entrenamiento","Portugues","Bajo",0.1106,0,0,1,"Si aspira","Masculino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0559","Entrenamiento","Portugues","Alto",0.5688,2,0,1,"No aspira","Masculino","Urbana","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0560","Prueba","Portugues","Medio",0.2707,1,6,1,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0561","Entrenamiento","Portugues","Bajo",0.0467,0,2,3,"Si aspira","Femenino","Rural","1-4",3,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0562","Validacion","Portugues","Alto",0.3943,0,6,1,"No aspira","Masculino","Urbana","5-10",3,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0563","Validacion","Portugues","Medio",0.2082,0,0,1,"Si aspira","Femenino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0564","Entrenamiento","Portugues","Alto",0.2922,0,0,2,"Si aspira","Masculino","Rural","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0565","Validacion","Portugues","Alto",0.4089,3,14,1,"Si aspira","Masculino","Rural","11-20",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0566","Entrenamiento","Portugues","Alto",0.4161,3,6,1,"Si aspira","Femenino","Rural","5-10",1,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0567","Entrenamiento","Portugues","Medio",0.137,0,4,1,"Si aspira","Masculino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0568","Entrenamiento","Portugues","Alto",0.3782,1,0,2,"Si aspira","Masculino","Urbana","0",3,5,"Reprobo",1,1,"TP - Detectado correctamente",1],["EST-0569","Validacion","Portugues","Alto",0.3435,2,0,1,"Si aspira","Masculino","Urbana","0",1,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0570","Validacion","Portugues","Alto",0.361,1,8,1,"No aspira","Masculino","Rural","5-10",2,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0571","Entrenamiento","Portugues","Alto",0.4379,2,4,2,"Si aspira","Masculino","Rural","1-4",3,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0572","Prueba","Portugues","Medio",0.1605,0,2,1,"Si aspira","Masculino","Urbana","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0573","Entrenamiento","Portugues","Alto",0.3848,1,2,1,"No aspira","Masculino","Urbana","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0574","Entrenamiento","Portugues","Alto",0.4065,0,0,2,"No aspira","Masculino","Rural","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0575","Entrenamiento","Portugues","Alto",0.5368,3,10,1,"No aspira","Masculino","Urbana","5-10",3,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0576","Entrenamiento","Portugues","Alto",0.2827,0,0,2,"No aspira","Masculino","Urbana","0",2,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0577","Validacion","Portugues","Bajo",0.1144,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0578","Entrenamiento","Portugues","Medio",0.1589,0,0,2,"Si aspira","Femenino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0579","Prueba","Portugues","Medio",0.1509,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0580","Entrenamiento","Portugues","Medio",0.1884,1,4,1,"Si aspira","Masculino","Urbana","1-4",3,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0581","Entrenamiento","Portugues","Bajo",0.0551,0,0,2,"Si aspira","Masculino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0582","Prueba","Portugues","Bajo",0.0343,0,0,2,"Si aspira","Masculino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0583","Prueba","Portugues","Medio",0.1542,0,0,2,"Si aspira","Femenino","Urbana","0",1,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0584","Prueba","Portugues","Bajo",0.0686,0,0,2,"Si aspira","Femenino","Urbana","0",3,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0585","Prueba","Portugues","Bajo",0.0693,0,0,2,"Si aspira","Masculino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0586","Entrenamiento","Portugues","Bajo",0.0949,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0587","Entrenamiento","Portugues","Bajo",0.08,0,4,2,"Si aspira","Masculino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0588","Validacion","Portugues","Medio",0.1169,0,8,1,"Si aspira","Masculino","Rural","5-10",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0589","Entrenamiento","Portugues","Bajo",0.0633,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0590","Validacion","Portugues","Bajo",0.0856,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0591","Prueba","Portugues","Bajo",0.0411,0,0,2,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0592","Entrenamiento","Portugues","Bajo",0.0793,0,0,2,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0593","Entrenamiento","Portugues","Bajo",0.0986,0,32,2,"Si aspira","Femenino","Urbana","21+",3,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0594","Entrenamiento","Portugues","Bajo",0.0696,0,8,2,"Si aspira","Femenino","Urbana","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0595","Entrenamiento","Portugues","Bajo",0.083,0,6,2,"Si aspira","Masculino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0596","Entrenamiento","Portugues","Bajo",0.1036,0,0,1,"Si aspira","Masculino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0597","Entrenamiento","Portugues","Bajo",0.0848,0,0,2,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0598","Entrenamiento","Portugues","Medio",0.1246,0,10,2,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0599","Entrenamiento","Portugues","Medio",0.1176,0,6,2,"Si aspira","Masculino","Rural","5-10",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0600","Entrenamiento","Portugues","Medio",0.134,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0601","Prueba","Portugues","Medio",0.1329,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0602","Validacion","Portugues","Bajo",0.0949,0,16,2,"Si aspira","Masculino","Urbana","11-20",1,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0603","Prueba","Portugues","Bajo",0.1079,0,0,1,"Si aspira","Masculino","Rural","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0604","Entrenamiento","Portugues","Bajo",0.068,0,0,1,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0605","Entrenamiento","Portugues","Bajo",0.0918,0,8,2,"Si aspira","Femenino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0606","Validacion","Portugues","Medio",0.1257,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0607","Entrenamiento","Portugues","Bajo",0.0626,0,16,1,"Si aspira","Masculino","Rural","11-20",3,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0608","Prueba","Portugues","Alto",0.4365,1,30,1,"Si aspira","Femenino","Urbana","21+",4,4,"Aprobo",0,1,"FP - Falsa alarma",16],["EST-0609","Entrenamiento","Portugues","Bajo",0.0745,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0610","Validacion","Portugues","Bajo",0.1136,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0611","Entrenamiento","Portugues","Medio",0.1276,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0612","Entrenamiento","Portugues","Medio",0.1684,0,0,2,"Si aspira","Femenino","Urbana","0",1,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0613","Entrenamiento","Portugues","Medio",0.1642,0,21,1,"Si aspira","Femenino","Rural","21+",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0614","Entrenamiento","Portugues","Medio",0.1407,0,6,4,"Si aspira","Femenino","Rural","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0615","Entrenamiento","Portugues","Alto",0.455,1,14,3,"Si aspira","Femenino","Urbana","11-20",3,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0616","Entrenamiento","Portugues","Medio",0.1151,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0617","Entrenamiento","Portugues","Bajo",0.0304,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0618","Validacion","Portugues","Medio",0.143,0,2,1,"Si aspira","Femenino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0619","Validacion","Portugues","Bajo",0.0337,0,0,3,"Si aspira","Femenino","Rural","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0620","Validacion","Portugues","Bajo",0.0335,0,4,4,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0621","Validacion","Portugues","Medio",0.1607,0,15,2,"Si aspira","Masculino","Urbana","11-20",4,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0622","Validacion","Portugues","Medio",0.1241,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0623","Entrenamiento","Portugues","Medio",0.1667,0,10,2,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0624","Entrenamiento","Portugues","Bajo",0.0383,0,6,1,"Si aspira","Femenino","Rural","5-10",4,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0625","Prueba","Portugues","Bajo",0.0585,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0626","Prueba","Portugues","Bajo",0.109,0,16,2,"Si aspira","Femenino","Urbana","11-20",4,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0627","Validacion","Portugues","Medio",0.1287,0,10,2,"Si aspira","Masculino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0628","Entrenamiento","Portugues","Bajo",0.1084,0,4,1,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0629","Entrenamiento","Portugues","Bajo",0.0938,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0630","Entrenamiento","Portugues","Medio",0.1339,0,0,2,"Si aspira","Femenino","Rural","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0631","Entrenamiento","Portugues","Bajo",0.0764,0,12,3,"Si aspira","Femenino","Urbana","11-20",1,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0632","Entrenamiento","Portugues","Bajo",0.0905,0,0,2,"Si aspira","Femenino","Urbana","0",2,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0633","Prueba","Portugues","Alto",0.4952,3,9,2,"Si aspira","Masculino","Urbana","5-10",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0634","Prueba","Portugues","Bajo",0.0867,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0635","Validacion","Portugues","Bajo",0.0842,0,4,2,"Si aspira","Femenino","Rural","1-4",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0636","Validacion","Portugues","Medio",0.1673,0,2,2,"Si aspira","Femenino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0637","Entrenamiento","Portugues","Bajo",0.0917,0,0,2,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0638","Entrenamiento","Portugues","Medio",0.1552,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0639","Entrenamiento","Portugues","Bajo",0.0712,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0640","Prueba","Portugues","Bajo",0.0346,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0641","Entrenamiento","Portugues","Bajo",0.0932,0,0,2,"Si aspira","Masculino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0642","Entrenamiento","Portugues","Medio",0.1521,0,0,2,"Si aspira","Masculino","Urbana","0",4,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0643","Entrenamiento","Portugues","Bajo",0.0355,0,0,2,"Si aspira","Masculino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0644","Validacion","Portugues","Medio",0.1287,0,2,2,"Si aspira","Masculino","Urbana","1-4",1,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0645","Entrenamiento","Portugues","Bajo",0.0234,0,0,3,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0646","Entrenamiento","Portugues","Medio",0.1311,0,0,2,"Si aspira","Masculino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0647","Prueba","Portugues","Medio",0.1788,0,4,1,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0648","Prueba","Portugues","Bajo",0.0867,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0649","Prueba","Portugues","Medio",0.1559,1,18,2,"Si aspira","Femenino","Urbana","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0650","Prueba","Portugues","Medio",0.2667,1,16,2,"Si aspira","Femenino","Urbana","11-20",2,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0651","Entrenamiento","Portugues","Alto",0.4298,1,14,1,"No aspira","Femenino","Urbana","11-20",3,1,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0652","Entrenamiento","Portugues","Alto",0.3559,1,26,1,"No aspira","Masculino","Urbana","21+",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0653","Entrenamiento","Portugues","Alto",0.3113,0,6,1,"Si aspira","Masculino","Urbana","5-10",4,1,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0654","Entrenamiento","Portugues","Bajo",0.0634,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0655","Entrenamiento","Portugues","Bajo",0.1112,0,10,3,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0656","Entrenamiento","Portugues","Alto",0.3846,0,4,1,"No aspira","Femenino","Urbana","1-4",1,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0657","Prueba","Portugues","Bajo",0.0879,0,2,2,"Si aspira","Femenino","Rural","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0658","Entrenamiento","Portugues","Alto",0.3233,1,14,1,"Si aspira","Femenino","Rural","11-20",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0659","Validacion","Portugues","Alto",0.3151,0,16,2,"No aspira","Masculino","Urbana","11-20",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0660","Prueba","Portugues","Medio",0.2454,1,8,1,"No aspira","Femenino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0661","Prueba","Portugues","Bajo",0.0718,0,4,3,"Si aspira","Femenino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0662","Prueba","Portugues","Bajo",0.0593,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0663","Validacion","Portugues","Medio",0.1285,0,8,2,"Si aspira","Masculino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0664","Entrenamiento","Portugues","Bajo",0.0465,0,0,2,"Si aspira","Masculino","Rural","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0665","Entrenamiento","Portugues","Medio",0.1214,0,7,1,"Si aspira","Masculino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0666","Entrenamiento","Portugues","Bajo",0.1052,0,4,1,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0667","Entrenamiento","Portugues","Medio",0.1264,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,1,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0668","Entrenamiento","Portugues","Medio",0.1467,0,2,3,"Si aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0669","Entrenamiento","Portugues","Bajo",0.0741,0,10,3,"Si aspira","Femenino","Urbana","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0670","Prueba","Portugues","Medio",0.1785,0,10,2,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0671","Validacion","Portugues","Medio",0.1687,0,10,3,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0672","Entrenamiento","Portugues","Medio",0.14,0,7,1,"Si aspira","Masculino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0673","Prueba","Portugues","Alto",0.2857,0,4,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0674","Entrenamiento","Portugues","Bajo",0.0632,0,2,1,"Si aspira","Masculino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0675","Prueba","Portugues","Alto",0.5399,3,12,1,"No aspira","Masculino","Urbana","11-20",3,5,"Reprobo",1,1,"TP - Detectado correctamente",5],["EST-0676","Entrenamiento","Portugues","Medio",0.1553,0,8,2,"Si aspira","Masculino","Rural","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0677","Prueba","Portugues","Medio",0.1463,0,0,1,"Si aspira","Masculino","Urbana","0",0,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0678","Entrenamiento","Portugues","Alto",0.4122,0,8,1,"No aspira","Masculino","Urbana","5-10",3,5,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0679","Validacion","Portugues","Medio",0.1345,1,4,2,"Si aspira","Masculino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0680","Prueba","Portugues","Alto",0.4363,2,4,1,"No aspira","Masculino","Urbana","1-4",2,5,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0681","Entrenamiento","Portugues","Medio",0.1794,0,2,1,"Si aspira","Masculino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0682","Entrenamiento","Portugues","Medio",0.2078,0,0,1,"Si aspira","Masculino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0683","Entrenamiento","Portugues","Medio",0.2222,1,0,1,"Si aspira","Masculino","Urbana","0",1,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0684","Entrenamiento","Portugues","Medio",0.1327,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0685","Entrenamiento","Portugues","Bajo",0.0403,0,2,4,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0686","Entrenamiento","Portugues","Medio",0.1509,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0687","Entrenamiento","Portugues","Medio",0.24,1,4,2,"No aspira","Masculino","Urbana","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0688","Entrenamiento","Portugues","Medio",0.131,0,2,3,"Si aspira","Femenino","Rural","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0689","Entrenamiento","Portugues","Medio",0.2182,0,4,3,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0690","Entrenamiento","Portugues","Medio",0.1952,0,4,2,"Si aspira","Femenino","Rural","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0691","Prueba","Portugues","Bajo",0.0362,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0692","Entrenamiento","Portugues","Medio",0.1177,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0693","Entrenamiento","Portugues","Medio",0.2286,0,0,1,"No aspira","Masculino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0694","Entrenamiento","Portugues","Bajo",0.0462,0,2,4,"Si aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0695","Entrenamiento","Portugues","Medio",0.1665,0,8,2,"No aspira","Femenino","Rural","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0696","Prueba","Portugues","Bajo",0.0438,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0697","Entrenamiento","Portugues","Bajo",0.1072,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0698","Entrenamiento","Portugues","Medio",0.1195,0,2,3,"Si aspira","Masculino","Rural","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0699","Prueba","Portugues","Medio",0.1178,0,2,3,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0700","Entrenamiento","Portugues","Medio",0.1317,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0701","Entrenamiento","Portugues","Alto",0.315,0,8,1,"No aspira","Masculino","Urbana","5-10",2,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0702","Entrenamiento","Portugues","Bajo",0.0609,0,6,2,"Si aspira","Masculino","Rural","5-10",3,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0703","Entrenamiento","Portugues","Bajo",0.0526,0,0,2,"Si aspira","Masculino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0704","Validacion","Portugues","Bajo",0.0458,0,8,2,"Si aspira","Femenino","Rural","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0705","Entrenamiento","Portugues","Bajo",0.0661,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0706","Prueba","Portugues","Alto",0.3626,0,12,2,"No aspira","Femenino","Rural","11-20",2,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0707","Entrenamiento","Portugues","Medio",0.2119,0,16,2,"Si aspira","Femenino","Urbana","11-20",3,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0708","Entrenamiento","Portugues","Bajo",0.1012,0,10,4,"Si aspira","Femenino","Urbana","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0709","Prueba","Portugues","Medio",0.1684,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0710","Entrenamiento","Portugues","Medio",0.1656,0,2,2,"Si aspira","Masculino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0711","Entrenamiento","Portugues","Medio",0.1576,0,8,2,"Si aspira","Femenino","Urbana","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0712","Entrenamiento","Portugues","Medio",0.122,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0713","Prueba","Portugues","Medio",0.1932,0,6,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0714","Validacion","Portugues","Medio",0.1691,0,15,2,"No aspira","Femenino","Rural","11-20",3,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0715","Prueba","Portugues","Bajo",0.0701,0,6,1,"Si aspira","Masculino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0716","Validacion","Portugues","Medio",0.2117,1,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0717","Entrenamiento","Portugues","Bajo",0.0659,0,8,3,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0718","Validacion","Portugues","Alto",0.3602,1,0,2,"No aspira","Femenino","Rural","0",3,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0719","Entrenamiento","Portugues","Bajo",0.0556,0,0,1,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0720","Validacion","Portugues","Medio",0.1753,0,10,1,"No aspira","Masculino","Urbana","5-10",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0721","Entrenamiento","Portugues","Medio",0.1366,0,22,1,"Si aspira","Masculino","Urbana","21+",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0722","Validacion","Portugues","Medio",0.143,0,18,1,"Si aspira","Masculino","Urbana","11-20",3,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0723","Entrenamiento","Portugues","Bajo",0.0394,0,2,4,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0724","Entrenamiento","Portugues","Medio",0.1762,0,0,2,"Si aspira","Femenino","Urbana","0",1,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0725","Validacion","Portugues","Medio",0.2188,0,12,2,"Si aspira","Femenino","Urbana","11-20",2,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0726","Entrenamiento","Portugues","Bajo",0.066,0,10,2,"Si aspira","Femenino","Urbana","5-10",2,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0727","Prueba","Portugues","Medio",0.1191,0,0,2,"Si aspira","Masculino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0728","Prueba","Portugues","Bajo",0.0645,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0729","Validacion","Portugues","Bajo",0.0832,0,0,3,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0730","Entrenamiento","Portugues","Bajo",0.0626,0,0,3,"Si aspira","Masculino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0731","Prueba","Portugues","Bajo",0.0466,0,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0732","Entrenamiento","Portugues","Bajo",0.0692,0,2,2,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0733","Validacion","Portugues","Bajo",0.0741,0,0,3,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0734","Entrenamiento","Portugues","Bajo",0.034,0,0,4,"Si aspira","Femenino","Rural","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-0735","Entrenamiento","Portugues","Bajo",0.0368,0,0,3,"Si aspira","Masculino","Rural","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0736","Entrenamiento","Portugues","Medio",0.1355,0,0,1,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0737","Entrenamiento","Portugues","Bajo",0.0826,0,2,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0738","Entrenamiento","Portugues","Bajo",0.1121,0,0,2,"Si aspira","Femenino","Urbana","0",4,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0739","Entrenamiento","Portugues","Bajo",0.0324,0,0,4,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0740","Validacion","Portugues","Medio",0.1816,0,0,1,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0741","Entrenamiento","Portugues","Bajo",0.0835,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0742","Validacion","Portugues","Bajo",0.0756,0,0,1,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0743","Entrenamiento","Portugues","Bajo",0.0814,0,0,3,"Si aspira","Femenino","Rural","0",4,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0744","Entrenamiento","Portugues","Bajo",0.0466,0,0,3,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0745","Prueba","Portugues","Bajo",0.1102,0,0,4,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0746","Entrenamiento","Portugues","Bajo",0.1146,1,0,3,"Si aspira","Masculino","Rural","0",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0747","Prueba","Portugues","Medio",0.12,2,0,1,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0748","Entrenamiento","Portugues","Medio",0.1181,0,0,2,"Si aspira","Masculino","Rural","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0749","Entrenamiento","Portugues","Alto",0.3214,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0750","Entrenamiento","Portugues","Bajo",0.0767,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0751","Entrenamiento","Portugues","Bajo",0.0452,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0752","Prueba","Portugues","Medio",0.1988,0,2,1,"Si aspira","Femenino","Rural","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0753","Entrenamiento","Portugues","Bajo",0.0821,0,2,3,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0754","Entrenamiento","Portugues","Medio",0.1224,0,8,1,"Si aspira","Femenino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0755","Entrenamiento","Portugues","Medio",0.1655,0,2,3,"Si aspira","Femenino","Rural","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0756","Entrenamiento","Portugues","Bajo",0.0833,0,8,2,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0757","Entrenamiento","Portugues","Bajo",0.0994,0,9,2,"Si aspira","Masculino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0758","Validacion","Portugues","Medio",0.1341,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0759","Entrenamiento","Portugues","Bajo",0.1079,0,4,1,"Si aspira","Femenino","Urbana","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0760","Entrenamiento","Portugues","Medio",0.1648,0,2,1,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0761","Entrenamiento","Portugues","Bajo",0.1097,0,14,2,"Si aspira","Femenino","Urbana","11-20",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0762","Entrenamiento","Portugues","Medio",0.1354,0,0,2,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0763","Entrenamiento","Portugues","Bajo",0.0788,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0764","Entrenamiento","Portugues","Bajo",0.0915,0,2,1,"Si aspira","Masculino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0765","Entrenamiento","Portugues","Medio",0.1797,0,12,3,"No aspira","Femenino","Urbana","11-20",1,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0766","Prueba","Portugues","Alto",0.3452,2,2,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0767","Entrenamiento","Portugues","Medio",0.2292,0,2,1,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0768","Entrenamiento","Portugues","Bajo",0.1079,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0769","Validacion","Portugues","Medio",0.1156,0,0,3,"Si aspira","Femenino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0770","Entrenamiento","Portugues","Medio",0.1412,0,0,3,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0771","Prueba","Portugues","Bajo",0.0693,0,0,3,"Si aspira","Femenino","Urbana","0",0,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0772","Entrenamiento","Portugues","Medio",0.1442,0,0,3,"Si aspira","Femenino","Urbana","0",1,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0773","Entrenamiento","Portugues","Bajo",0.0509,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0774","Entrenamiento","Portugues","Medio",0.1852,0,0,1,"Si aspira","Masculino","Urbana","0",3,5,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0775","Entrenamiento","Portugues","Medio",0.1459,0,2,1,"Si aspira","Masculino","Rural","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0776","Entrenamiento","Portugues","Bajo",0.0956,0,0,3,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0777","Entrenamiento","Portugues","Medio",0.1983,0,4,3,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0778","Entrenamiento","Portugues","Medio",0.1883,0,2,1,"Si aspira","Femenino","Urbana","1-4",3,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0779","Entrenamiento","Portugues","Medio",0.1553,0,0,4,"Si aspira","Masculino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0780","Entrenamiento","Portugues","Medio",0.1617,0,0,1,"Si aspira","Masculino","Rural","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0781","Prueba","Portugues","Bajo",0.0846,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0782","Validacion","Portugues","Bajo",0.0959,0,0,3,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0783","Prueba","Portugues","Medio",0.1569,0,6,1,"Si aspira","Masculino","Urbana","5-10",2,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0784","Entrenamiento","Portugues","Medio",0.1267,0,8,2,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0785","Validacion","Portugues","Medio",0.1267,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0786","Entrenamiento","Portugues","Bajo",0.1014,0,6,4,"Si aspira","Femenino","Rural","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0787","Entrenamiento","Portugues","Bajo",0.091,0,8,3,"Si aspira","Femenino","Urbana","5-10",3,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0788","Entrenamiento","Portugues","Medio",0.1158,0,0,2,"Si aspira","Femenino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0789","Prueba","Portugues","Bajo",0.0834,0,4,4,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0790","Entrenamiento","Portugues","Medio",0.1254,0,0,2,"Si aspira","Femenino","Rural","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0791","Prueba","Portugues","Bajo",0.0583,0,0,2,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0792","Entrenamiento","Portugues","Bajo",0.0538,0,6,2,"Si aspira","Masculino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0793","Entrenamiento","Portugues","Medio",0.13,0,18,2,"Si aspira","Femenino","Urbana","11-20",2,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0794","Entrenamiento","Portugues","Bajo",0.0791,0,0,3,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0795","Entrenamiento","Portugues","Bajo",0.0922,0,4,3,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0796","Entrenamiento","Portugues","Bajo",0.0849,0,4,3,"Si aspira","Masculino","Rural","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0797","Entrenamiento","Portugues","Bajo",0.0952,0,0,3,"Si aspira","Masculino","Urbana","0",4,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0798","Entrenamiento","Portugues","Bajo",0.0463,0,0,3,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0799","Entrenamiento","Portugues","Medio",0.1229,0,10,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0800","Entrenamiento","Portugues","Bajo",0.0943,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0801","Entrenamiento","Portugues","Medio",0.1545,1,16,1,"No aspira","Femenino","Urbana","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0802","Entrenamiento","Portugues","Alto",0.3635,1,6,1,"Si aspira","Femenino","Urbana","5-10",3,2,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0803","Validacion","Portugues","Medio",0.1182,2,0,3,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0804","Entrenamiento","Portugues","Medio",0.229,0,11,2,"No aspira","Masculino","Urbana","11-20",2,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0805","Entrenamiento","Portugues","Bajo",0.0417,0,9,2,"Si aspira","Masculino","Urbana","5-10",3,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0806","Entrenamiento","Portugues","Bajo",0.1097,0,0,2,"Si aspira","Femenino","Urbana","0",2,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0807","Validacion","Portugues","Bajo",0.0316,0,2,3,"Si aspira","Masculino","Urbana","1-4",4,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0808","Entrenamiento","Portugues","Bajo",0.058,0,0,2,"Si aspira","Femenino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0809","Entrenamiento","Portugues","Alto",0.3373,2,21,2,"No aspira","Masculino","Rural","21+",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0810","Entrenamiento","Portugues","Bajo",0.0914,0,8,3,"Si aspira","Femenino","Rural","5-10",1,2,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0811","Entrenamiento","Portugues","Medio",0.1848,1,5,1,"Si aspira","Femenino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0812","Entrenamiento","Portugues","Bajo",0.0855,0,10,2,"Si aspira","Masculino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0813","Entrenamiento","Portugues","Bajo",0.0472,0,5,3,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0814","Entrenamiento","Portugues","Medio",0.1264,0,13,1,"Si aspira","Masculino","Rural","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0815","Entrenamiento","Portugues","Medio",0.1366,0,10,1,"Si aspira","Masculino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0816","Entrenamiento","Portugues","Bajo",0.0635,0,10,2,"Si aspira","Femenino","Urbana","5-10",2,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0817","Entrenamiento","Portugues","Medio",0.1818,1,5,1,"Si aspira","Femenino","Urbana","5-10",1,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0818","Entrenamiento","Portugues","Bajo",0.0938,0,4,2,"Si aspira","Femenino","Urbana","1-4",3,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0819","Prueba","Portugues","Alto",0.2815,0,11,1,"No aspira","Femenino","Urbana","11-20",1,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0820","Validacion","Portugues","Alto",0.3712,0,0,2,"Si aspira","Femenino","Rural","0",2,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0821","Entrenamiento","Portugues","Alto",0.4478,1,6,1,"Si aspira","Femenino","Rural","5-10",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0822","Validacion","Portugues","Medio",0.2478,0,4,1,"Si aspira","Femenino","Rural","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0823","Validacion","Portugues","Medio",0.2097,0,0,2,"Si aspira","Femenino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0824","Entrenamiento","Portugues","Alto",0.4043,0,0,1,"No aspira","Femenino","Rural","0",2,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0825","Entrenamiento","Portugues","Bajo",0.0652,0,5,2,"Si aspira","Masculino","Rural","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0826","Validacion","Portugues","Bajo",0.1113,0,0,3,"Si aspira","Masculino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0827","Prueba","Portugues","Alto",0.2963,1,0,2,"Si aspira","Femenino","Rural","0",3,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0828","Entrenamiento","Portugues","Alto",0.3898,1,0,1,"No aspira","Femenino","Rural","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0829","Entrenamiento","Portugues","Medio",0.1445,0,0,1,"Si aspira","Femenino","Rural","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0830","Validacion","Portugues","Bajo",0.1109,0,4,4,"No aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0831","Validacion","Portugues","Medio",0.1674,0,0,2,"Si aspira","Femenino","Rural","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0832","Entrenamiento","Portugues","Alto",0.5044,1,4,1,"Si aspira","Femenino","Rural","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0833","Validacion","Portugues","Medio",0.1482,0,0,1,"Si aspira","Femenino","Rural","0",0,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0834","Entrenamiento","Portugues","Alto",0.2809,0,2,1,"Si aspira","Femenino","Rural","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0835","Entrenamiento","Portugues","Medio",0.1744,0,0,1,"Si aspira","Femenino","Rural","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0836","Entrenamiento","Portugues","Alto",0.4417,0,0,2,"Si aspira","Masculino","Urbana","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0837","Entrenamiento","Portugues","Alto",0.2906,0,4,2,"Si aspira","Masculino","Urbana","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0838","Validacion","Portugues","Medio",0.1244,0,0,2,"Si aspira","Masculino","Rural","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0839","Validacion","Portugues","Medio",0.1491,0,7,2,"Si aspira","Masculino","Rural","5-10",4,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0840","Prueba","Portugues","Alto",0.3161,0,4,2,"Si aspira","Masculino","Rural","1-4",3,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0841","Validacion","Portugues","Medio",0.2242,0,8,2,"Si aspira","Masculino","Rural","5-10",1,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0842","Entrenamiento","Portugues","Bajo",0.0482,0,0,2,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0843","Prueba","Portugues","Medio",0.2266,0,8,1,"No aspira","Masculino","Rural","5-10",2,5,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0844","Validacion","Portugues","Medio",0.1191,0,6,3,"Si aspira","Femenino","Rural","5-10",4,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0845","Entrenamiento","Portugues","Medio",0.2214,0,3,1,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0846","Entrenamiento","Portugues","Medio",0.2365,0,2,2,"Si aspira","Femenino","Rural","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0847","Entrenamiento","Portugues","Medio",0.1453,0,0,2,"Si aspira","Masculino","Rural","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0848","Validacion","Portugues","Alto",0.2863,0,4,2,"Si aspira","Femenino","Rural","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0849","Entrenamiento","Portugues","Alto",0.5804,1,0,3,"Si aspira","Femenino","Urbana","0",1,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0850","Entrenamiento","Portugues","Alto",0.586,1,3,3,"Si aspira","Femenino","Urbana","1-4",1,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0851","Entrenamiento","Portugues","Medio",0.2399,0,0,2,"Si aspira","Femenino","Urbana","0",2,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0852","Entrenamiento","Portugues","Medio",0.1503,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0853","Validacion","Portugues","Alto",0.3286,0,4,1,"Si aspira","Masculino","Rural","1-4",1,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0854","Entrenamiento","Portugues","Medio",0.14,0,0,4,"Si aspira","Femenino","Rural","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0855","Entrenamiento","Portugues","Medio",0.1764,0,2,3,"Si aspira","Femenino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0856","Entrenamiento","Portugues","Medio",0.157,0,1,2,"Si aspira","Femenino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0857","Entrenamiento","Portugues","Bajo",0.1062,0,0,1,"Si aspira","Femenino","Rural","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0858","Entrenamiento","Portugues","Bajo",0.114,0,0,2,"Si aspira","Femenino","Rural","0",1,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0859","Entrenamiento","Portugues","Medio",0.156,0,2,3,"Si aspira","Femenino","Rural","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0860","Entrenamiento","Portugues","Medio",0.1268,0,6,1,"Si aspira","Masculino","Rural","5-10",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0861","Prueba","Portugues","Alto",0.4392,1,9,2,"Si aspira","Femenino","Urbana","5-10",1,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0862","Entrenamiento","Portugues","Alto",0.3104,0,0,1,"Si aspira","Masculino","Urbana","0",3,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0863","Validacion","Portugues","Medio",0.2449,0,1,2,"Si aspira","Femenino","Rural","1-4",2,4,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0864","Prueba","Portugues","Bajo",0.1025,0,1,1,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0865","Entrenamiento","Portugues","Bajo",0.0806,0,0,2,"Si aspira","Masculino","Urbana","0",4,1,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0866","Entrenamiento","Portugues","Medio",0.1158,0,4,2,"Si aspira","Femenino","Rural","1-4",3,4,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0867","Validacion","Portugues","Alto",0.3284,1,2,2,"Si aspira","Femenino","Rural","1-4",2,4,"Aprobo",0,1,"FP - Falsa alarma",12],["EST-0868","Validacion","Portugues","Medio",0.1458,0,0,1,"Si aspira","Femenino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0869","Prueba","Portugues","Alto",0.3403,0,4,1,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0870","Entrenamiento","Portugues","Bajo",0.0842,0,2,1,"Si aspira","Masculino","Rural","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0871","Validacion","Portugues","Medio",0.1428,0,0,3,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0872","Entrenamiento","Portugues","Alto",0.3878,0,2,1,"Si aspira","Femenino","Rural","1-4",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0873","Prueba","Portugues","Medio",0.2388,0,11,1,"Si aspira","Masculino","Urbana","11-20",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0874","Entrenamiento","Portugues","Alto",0.5845,3,0,2,"Si aspira","Femenino","Rural","0",1,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0875","Validacion","Portugues","Alto",0.4285,0,4,1,"No aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0876","Entrenamiento","Portugues","Alto",0.3861,1,0,1,"No aspira","Femenino","Urbana","0",2,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0877","Prueba","Portugues","Alto",0.3779,0,2,1,"No aspira","Femenino","Rural","1-4",2,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0878","Entrenamiento","Portugues","Alto",0.4627,0,0,1,"No aspira","Femenino","Rural","0",1,1,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0879","Validacion","Portugues","Alto",0.3192,0,1,2,"No aspira","Femenino","Rural","1-4",2,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0880","Entrenamiento","Portugues","Alto",0.4291,0,6,1,"No aspira","Femenino","Urbana","5-10",2,4,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0881","Prueba","Portugues","Medio",0.1976,0,0,2,"Si aspira","Femenino","Rural","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0882","Entrenamiento","Portugues","Alto",0.3663,1,1,1,"Si aspira","Femenino","Urbana","1-4",2,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0883","Validacion","Portugues","Alto",0.323,2,6,3,"No aspira","Femenino","Rural","5-10",3,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0884","Prueba","Portugues","Alto",0.4258,1,6,3,"No aspira","Femenino","Urbana","5-10",1,1,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0885","Entrenamiento","Portugues","Medio",0.2749,1,0,1,"No aspira","Masculino","Rural","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0886","Entrenamiento","Portugues","Alto",0.3785,1,4,1,"No aspira","Femenino","Rural","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0887","Entrenamiento","Portugues","Alto",0.4624,1,12,2,"Si aspira","Femenino","Urbana","11-20",1,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0888","Entrenamiento","Portugues","Medio",0.2142,0,2,2,"Si aspira","Femenino","Rural","1-4",2,2,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0889","Entrenamiento","Portugues","Medio",0.2389,0,5,1,"Si aspira","Femenino","Urbana","5-10",0,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0890","Entrenamiento","Portugues","Alto",0.4587,0,0,2,"No aspira","Femenino","Rural","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0891","Entrenamiento","Portugues","Medio",0.1721,0,0,1,"No aspira","Femenino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0892","Entrenamiento","Portugues","Alto",0.2892,0,2,1,"Si aspira","Femenino","Rural","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0893","Entrenamiento","Portugues","Medio",0.2169,1,0,4,"Si aspira","Masculino","Urbana","0",3,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0894","Entrenamiento","Portugues","Medio",0.2373,0,0,2,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0895","Validacion","Portugues","Alto",0.3336,0,0,1,"Si aspira","Femenino","Urbana","0",2,5,"Aprobo",0,1,"FP - Falsa alarma",16],["EST-0896","Entrenamiento","Portugues","Alto",0.484,1,12,1,"No aspira","Masculino","Urbana","11-20",1,5,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0897","Entrenamiento","Portugues","Medio",0.1374,0,8,1,"Si aspira","Masculino","Urbana","5-10",4,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0898","Entrenamiento","Portugues","Alto",0.5031,1,2,4,"Si aspira","Masculino","Rural","1-4",2,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0899","Entrenamiento","Portugues","Bajo",0.1012,0,0,4,"Si aspira","Femenino","Urbana","0",1,1,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0900","Prueba","Portugues","Bajo",0.1087,0,0,3,"Si aspira","Femenino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0901","Entrenamiento","Portugues","Medio",0.2651,0,0,1,"Si aspira","Femenino","Rural","0",1,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0902","Entrenamiento","Portugues","Medio",0.2724,1,8,2,"Si aspira","Femenino","Urbana","5-10",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0903","Prueba","Portugues","Medio",0.2094,0,0,3,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0904","Prueba","Portugues","Alto",0.326,1,0,1,"Si aspira","Masculino","Rural","0",2,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0905","Validacion","Portugues","Bajo",0.1104,0,0,2,"Si aspira","Femenino","Rural","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0906","Entrenamiento","Portugues","Bajo",0.0806,0,0,2,"Si aspira","Femenino","Rural","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0907","Prueba","Portugues","Medio",0.1371,0,1,2,"Si aspira","Femenino","Urbana","1-4",1,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0908","Entrenamiento","Portugues","Alto",0.4847,1,9,2,"Si aspira","Femenino","Rural","5-10",1,2,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0909","Entrenamiento","Portugues","Medio",0.2197,0,0,1,"Si aspira","Femenino","Urbana","0",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0910","Validacion","Portugues","Medio",0.2609,0,2,1,"Si aspira","Femenino","Urbana","1-4",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",7],["EST-0911","Entrenamiento","Portugues","Medio",0.2641,0,8,2,"Si aspira","Femenino","Urbana","5-10",1,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0912","Validacion","Portugues","Medio",0.1983,0,0,2,"Si aspira","Femenino","Rural","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0913","Prueba","Portugues","Medio",0.1253,0,0,1,"Si aspira","Femenino","Rural","0",1,5,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-0914","Prueba","Portugues","Medio",0.1909,1,8,2,"Si aspira","Femenino","Urbana","5-10",2,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0915","Prueba","Portugues","Bajo",0.1111,0,0,2,"Si aspira","Masculino","Rural","0",2,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-0916","Prueba","Portugues","Bajo",0.0892,0,6,2,"Si aspira","Femenino","Urbana","5-10",1,2,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0917","Entrenamiento","Portugues","Medio",0.1383,0,0,2,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0918","Prueba","Portugues","Medio",0.2707,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0919","Entrenamiento","Portugues","Alto",0.5606,0,2,4,"No aspira","Masculino","Urbana","1-4",4,5,"Reprobo",1,1,"TP - Detectado correctamente",6],["EST-0920","Validacion","Portugues","Bajo",0.0664,0,2,2,"Si aspira","Femenino","Rural","1-4",3,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0921","Validacion","Portugues","Medio",0.1429,0,0,3,"Si aspira","Masculino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0922","Prueba","Portugues","Medio",0.2335,0,1,1,"Si aspira","Femenino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0923","Prueba","Portugues","Bajo",0.0508,0,0,3,"Si aspira","Masculino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0924","Prueba","Portugues","Medio",0.227,0,5,1,"Si aspira","Femenino","Rural","5-10",2,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-0925","Validacion","Portugues","Bajo",0.0726,0,1,1,"Si aspira","Femenino","Urbana","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0926","Entrenamiento","Portugues","Alto",0.3451,0,8,1,"Si aspira","Masculino","Urbana","5-10",3,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0927","Entrenamiento","Portugues","Bajo",0.1073,0,0,2,"Si aspira","Masculino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0928","Entrenamiento","Portugues","Alto",0.4203,0,2,2,"Si aspira","Masculino","Urbana","1-4",2,2,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0929","Validacion","Portugues","Medio",0.1358,0,0,2,"Si aspira","Femenino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0930","Entrenamiento","Portugues","Bajo",0.0807,0,0,1,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0931","Validacion","Portugues","Alto",0.4206,0,11,2,"Si aspira","Masculino","Rural","11-20",1,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0932","Entrenamiento","Portugues","Bajo",0.0819,0,8,4,"Si aspira","Masculino","Urbana","5-10",2,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0933","Prueba","Portugues","Medio",0.1991,0,11,1,"Si aspira","Masculino","Urbana","11-20",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0934","Prueba","Portugues","Medio",0.2629,0,2,3,"Si aspira","Femenino","Rural","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0935","Entrenamiento","Portugues","Medio",0.201,0,8,2,"Si aspira","Femenino","Urbana","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0936","Entrenamiento","Portugues","Medio",0.1423,0,5,1,"Si aspira","Femenino","Urbana","5-10",3,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0937","Entrenamiento","Portugues","Medio",0.2262,0,0,2,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0938","Prueba","Portugues","Medio",0.1289,0,1,3,"Si aspira","Femenino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0939","Entrenamiento","Portugues","Alto",0.5044,3,2,1,"Si aspira","Masculino","Rural","1-4",4,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0940","Entrenamiento","Portugues","Bajo",0.1127,0,2,1,"Si aspira","Masculino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0941","Validacion","Portugues","Medio",0.163,1,8,2,"Si aspira","Masculino","Urbana","5-10",3,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0942","Validacion","Portugues","Medio",0.1726,0,0,2,"Si aspira","Femenino","Urbana","0",4,5,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-0943","Entrenamiento","Portugues","Bajo",0.0826,0,0,1,"Si aspira","Masculino","Rural","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0944","Entrenamiento","Portugues","Medio",0.1397,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0945","Entrenamiento","Portugues","Alto",0.2834,0,0,2,"Si aspira","Femenino","Rural","0",4,3,"Aprobo",0,1,"FP - Falsa alarma",18],["EST-0946","Entrenamiento","Portugues","Medio",0.1337,0,0,2,"Si aspira","Masculino","Urbana","0",2,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0947","Prueba","Portugues","Bajo",0.0576,0,0,2,"Si aspira","Masculino","Urbana","0",3,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0948","Prueba","Portugues","Alto",0.5958,2,2,2,"No aspira","Masculino","Urbana","1-4",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0949","Validacion","Portugues","Medio",0.1602,0,4,1,"Si aspira","Masculino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0950","Entrenamiento","Portugues","Alto",0.379,0,3,1,"No aspira","Femenino","Rural","1-4",1,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0951","Prueba","Portugues","Alto",0.2824,0,5,3,"Si aspira","Femenino","Rural","5-10",1,4,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0952","Validacion","Portugues","Alto",0.3167,0,4,1,"Si aspira","Masculino","Rural","1-4",1,4,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0953","Entrenamiento","Portugues","Alto",0.5078,3,2,2,"Si aspira","Femenino","Rural","1-4",3,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0954","Entrenamiento","Portugues","Alto",0.3358,0,0,1,"No aspira","Masculino","Rural","0",2,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0955","Prueba","Portugues","Alto",0.3792,1,0,1,"Si aspira","Masculino","Rural","0",1,2,"Aprobo",0,1,"FP - Falsa alarma",13],["EST-0956","Entrenamiento","Portugues","Alto",0.2995,0,0,1,"Si aspira","Masculino","Rural","0",1,5,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0957","Validacion","Portugues","Alto",0.3121,0,6,2,"Si aspira","Masculino","Urbana","5-10",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0958","Entrenamiento","Portugues","Medio",0.1576,0,0,2,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-0959","Prueba","Portugues","Alto",0.4956,1,0,1,"Si aspira","Masculino","Urbana","0",2,1,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0960","Validacion","Portugues","Medio",0.1873,0,2,1,"Si aspira","Masculino","Rural","1-4",3,5,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0961","Entrenamiento","Portugues","Alto",0.3322,0,0,1,"Si aspira","Masculino","Rural","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0962","Prueba","Portugues","Alto",0.3637,1,2,1,"No aspira","Masculino","Rural","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0963","Prueba","Portugues","Alto",0.4741,1,0,1,"No aspira","Masculino","Rural","0",3,1,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0964","Validacion","Portugues","Alto",0.6146,3,4,1,"Si aspira","Masculino","Urbana","1-4",3,1,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0965","Entrenamiento","Portugues","Alto",0.5399,2,9,2,"No aspira","Masculino","Urbana","5-10",3,5,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0966","Entrenamiento","Portugues","Alto",0.3978,0,6,1,"Si aspira","Masculino","Rural","5-10",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0967","Entrenamiento","Portugues","Alto",0.4939,3,4,1,"No aspira","Masculino","Urbana","1-4",2,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0968","Entrenamiento","Portugues","Alto",0.4508,2,8,2,"Si aspira","Femenino","Urbana","5-10",3,5,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0969","Entrenamiento","Portugues","Alto",0.3594,0,9,1,"Si aspira","Femenino","Urbana","5-10",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0970","Entrenamiento","Portugues","Alto",0.4205,1,12,1,"No aspira","Masculino","Rural","11-20",1,3,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0971","Validacion","Portugues","Medio",0.2624,0,8,1,"Si aspira","Femenino","Rural","5-10",4,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0972","Entrenamiento","Portugues","Medio",0.232,0,8,1,"Si aspira","Masculino","Rural","5-10",3,5,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0973","Prueba","Portugues","Medio",0.2218,1,8,2,"Si aspira","Masculino","Rural","5-10",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0974","Prueba","Portugues","Alto",0.3069,1,4,2,"Si aspira","Masculino","Urbana","1-4",3,4,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-0975","Entrenamiento","Portugues","Alto",0.4637,0,0,1,"No aspira","Masculino","Urbana","0",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0976","Entrenamiento","Portugues","Medio",0.2648,1,4,1,"Si aspira","Masculino","Rural","1-4",1,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0977","Validacion","Portugues","Alto",0.4743,2,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0978","Entrenamiento","Portugues","Alto",0.5652,0,0,1,"No aspira","Femenino","Urbana","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0979","Entrenamiento","Portugues","Alto",0.5042,1,0,1,"No aspira","Femenino","Rural","0",2,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0980","Validacion","Portugues","Alto",0.43,0,0,1,"Si aspira","Femenino","Rural","0",0,3,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-0981","Validacion","Portugues","Medio",0.1494,0,5,3,"No aspira","Femenino","Rural","5-10",3,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",8],["EST-0982","Entrenamiento","Portugues","Alto",0.3784,0,0,2,"Si aspira","Femenino","Urbana","0",4,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0983","Prueba","Portugues","Alto",0.4753,1,3,2,"Si aspira","Femenino","Rural","1-4",2,3,"Reprobo",1,1,"TP - Detectado correctamente",8],["EST-0984","Validacion","Portugues","Alto",0.4111,0,0,1,"Si aspira","Femenino","Urbana","0",4,2,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-0985","Validacion","Portugues","Medio",0.1191,0,0,1,"Si aspira","Femenino","Urbana","0",1,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0986","Entrenamiento","Portugues","Alto",0.5658,2,3,2,"Si aspira","Femenino","Urbana","1-4",1,4,"Reprobo",1,1,"TP - Detectado correctamente",7],["EST-0987","Validacion","Portugues","Medio",0.1245,0,2,2,"Si aspira","Femenino","Urbana","1-4",2,5,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0988","Prueba","Portugues","Medio",0.2337,0,0,1,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0989","Prueba","Portugues","Bajo",0.0646,0,0,2,"Si aspira","Femenino","Urbana","0",1,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0990","Validacion","Portugues","Medio",0.1654,0,0,2,"Si aspira","Femenino","Urbana","0",4,5,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0991","Entrenamiento","Portugues","Bajo",0.0794,0,3,1,"Si aspira","Masculino","Urbana","1-4",4,5,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-0992","Entrenamiento","Portugues","Medio",0.1653,0,0,2,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-0993","Prueba","Portugues","Alto",0.2857,1,0,2,"Si aspira","Femenino","Rural","0",2,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-0994","Prueba","Portugues","Medio",0.2246,0,8,1,"Si aspira","Masculino","Urbana","5-10",1,4,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-0995","Entrenamiento","Portugues","Alto",0.3196,0,5,1,"Si aspira","Masculino","Rural","5-10",4,5,"Aprobo",0,1,"FP - Falsa alarma",14],["EST-0996","Validacion","Portugues","Medio",0.2129,0,4,1,"No aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-0997","Validacion","Portugues","Medio",0.2397,0,4,2,"Si aspira","Femenino","Urbana","1-4",2,1,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-0998","Prueba","Portugues","Medio",0.1232,0,0,3,"Si aspira","Femenino","Urbana","0",2,5,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-0999","Validacion","Portugues","Bajo",0.0361,0,0,2,"Si aspira","Femenino","Rural","0",4,1,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-1000","Entrenamiento","Portugues","Alto",0.4918,1,2,2,"No aspira","Femenino","Urbana","1-4",1,2,"Aprobo",0,1,"FP - Falsa alarma",10],["EST-1001","Entrenamiento","Portugues","Alto",0.4365,1,0,1,"No aspira","Femenino","Urbana","0",1,5,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-1002","Prueba","Portugues","Bajo",0.0648,0,0,4,"Si aspira","Femenino","Urbana","0",4,3,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-1003","Entrenamiento","Portugues","Bajo",0.073,0,5,2,"Si aspira","Femenino","Rural","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-1004","Entrenamiento","Portugues","Medio",0.1482,0,2,2,"Si aspira","Femenino","Urbana","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",11],["EST-1005","Entrenamiento","Portugues","Medio",0.2588,0,0,2,"No aspira","Femenino","Urbana","0",1,1,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-1006","Validacion","Portugues","Alto",0.4834,3,0,2,"No aspira","Femenino","Rural","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-1007","Entrenamiento","Portugues","Bajo",0.0831,0,5,3,"Si aspira","Femenino","Rural","5-10",2,1,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-1008","Entrenamiento","Portugues","Alto",0.337,1,4,2,"Si aspira","Masculino","Rural","1-4",4,5,"Aprobo",0,1,"FP - Falsa alarma",11],["EST-1009","Validacion","Portugues","Medio",0.1771,0,0,2,"Si aspira","Femenino","Urbana","0",3,4,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-1010","Prueba","Portugues","Medio",0.125,0,2,2,"Si aspira","Femenino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-1011","Entrenamiento","Portugues","Bajo",0.086,0,0,2,"Si aspira","Femenino","Urbana","0",3,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-1012","Entrenamiento","Portugues","Medio",0.1579,0,2,1,"Si aspira","Masculino","Urbana","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-1013","Entrenamiento","Portugues","Bajo",0.0928,0,0,3,"Si aspira","Femenino","Urbana","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",18],["EST-1014","Entrenamiento","Portugues","Bajo",0.1124,0,0,2,"Si aspira","Femenino","Rural","0",1,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-1015","Entrenamiento","Portugues","Bajo",0.1134,0,6,2,"Si aspira","Femenino","Urbana","5-10",3,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-1016","Entrenamiento","Portugues","Medio",0.152,0,4,2,"Si aspira","Femenino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-1017","Prueba","Portugues","Medio",0.183,0,0,2,"Si aspira","Femenino","Rural","0",1,2,"Aprobo",0,0,"TN - Correctamente descartado",13],["EST-1018","Entrenamiento","Portugues","Alto",0.3738,0,0,2,"Si aspira","Masculino","Rural","0",1,4,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-1019","Entrenamiento","Portugues","Bajo",0.0413,0,0,3,"Si aspira","Masculino","Urbana","0",4,2,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-1020","Prueba","Portugues","Alto",0.412,1,0,1,"Si aspira","Femenino","Rural","0",1,1,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-1021","Validacion","Portugues","Medio",0.1648,0,0,1,"Si aspira","Femenino","Urbana","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-1022","Entrenamiento","Portugues","Alto",0.3028,0,0,2,"Si aspira","Femenino","Rural","0",4,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-1023","Validacion","Portugues","Medio",0.2586,0,3,1,"No aspira","Masculino","Rural","1-4",1,3,"Aprobo",0,0,"TN - Correctamente descartado",10],["EST-1024","Entrenamiento","Portugues","Medio",0.1654,0,8,3,"Si aspira","Femenino","Urbana","5-10",2,3,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-1025","Prueba","Portugues","Alto",0.3238,0,4,1,"Si aspira","Femenino","Rural","1-4",1,5,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-1026","Entrenamiento","Portugues","Bajo",0.047,0,0,3,"Si aspira","Femenino","Rural","0",4,4,"Aprobo",0,0,"TN - Correctamente descartado",17],["EST-1027","Entrenamiento","Portugues","Medio",0.1183,0,4,3,"Si aspira","Femenino","Rural","1-4",1,2,"Aprobo",0,0,"TN - Correctamente descartado",12],["EST-1028","Entrenamiento","Portugues","Alto",0.3976,1,4,2,"Si aspira","Femenino","Rural","1-4",1,3,"Reprobo",1,1,"TP - Detectado correctamente",9],["EST-1029","Entrenamiento","Portugues","Bajo",0.105,0,1,2,"Si aspira","Femenino","Rural","1-4",4,3,"Aprobo",0,0,"TN - Correctamente descartado",14],["EST-1030","Entrenamiento","Portugues","Bajo",0.0875,0,1,2,"Si aspira","Femenino","Urbana","1-4",3,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-1031","Prueba","Portugues","Medio",0.2396,0,10,2,"Si aspira","Femenino","Rural","5-10",3,4,"Reprobo",1,0,"FN - NO DETECTADO (critico)",9],["EST-1032","Validacion","Portugues","Medio",0.2148,0,4,2,"Si aspira","Masculino","Urbana","1-4",4,4,"Aprobo",0,0,"TN - Correctamente descartado",19],["EST-1033","Entrenamiento","Portugues","Alto",0.3884,0,0,1,"Si aspira","Masculino","Rural","0",2,3,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-1034","Entrenamiento","Portugues","Medio",0.1234,0,4,2,"Si aspira","Masculino","Urbana","1-4",2,3,"Aprobo",0,0,"TN - Correctamente descartado",16],["EST-1035","Entrenamiento","Portugues","Alto",0.5104,1,0,1,"Si aspira","Masculino","Rural","0",1,2,"Reprobo",1,1,"TP - Detectado correctamente",0],["EST-1036","Validacion","Portugues","Medio",0.2114,1,0,1,"Si aspira","Masculino","Rural","0",4,3,"Reprobo",1,0,"FN - NO DETECTADO (critico)",0],["EST-1037","Entrenamiento","Portugues","Bajo",0.0816,0,0,3,"Si aspira","Femenino","Rural","0",2,3,"Aprobo",0,0,"TN - Correctamente descartado",15],["EST-1038","Prueba","Portugues","Bajo",0.0534,0,0,2,"Si aspira","Femenino","Urbana","0",4,4,"Aprobo",0,0,"TN - Correctamente 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const cl = el("line",{y1:padT-4,y2:H-padB,stroke:cssv("--line-2"),"stroke-width":1,opacity:0});
s.appendChild(cl);
const pts = series.map(se=>{const c=el("circle",{r:4,fill:se.c,stroke:cssv("--surface"),
"stroke-width":2,opacity:0}); s.appendChild(c); return c;});
const cap = el("rect",{x:padL,y:0,width:W-padL-padR,height:H,fill:"transparent"});
s.appendChild(cap);
cap.addEventListener("mousemove", e=>{
const bb = s.getBoundingClientRect();
const xr = ((e.clientX-bb.left)/bb.width)*W;
let bi=0, bd=1e9;
xs.forEach((xv,i)=>{const d=Math.abs(X(xv)-xr); if(d<bd){bd=d;bi=i;}});
cl.setAttribute("x1",X(xs[bi])); cl.setAttribute("x2",X(xs[bi])); cl.setAttribute("opacity",1);
pts.forEach((p,j)=>{p.setAttribute("cx",X(xs[bi]));
p.setAttribute("cy",Y(series[j].v[bi],series[j].der)); p.setAttribute("opacity",1);});
showTip(e, `<b>${o.tituloX||""} ${(o.fmtX||(v=>v))(xs[bi])}</b><br>` +
series.map(se=>`<span style="color:${se.c}">■</span> ${se.n}: <span class="k">${
(se.fmt||o.fmtT||(v=>v.toFixed(3)))(se.v[bi])}</span>`).join("<br>"));
});
cap.addEventListener("mouseleave", ()=>{hideTip(); cl.setAttribute("opacity",0);
pts.forEach(p=>p.setAttribute("opacity",0));});
return s;
}
/* ═══ KPIs ═══ */
function kpi(l,v,n,cls=""){ return `<div class="kpi ${cls}"><span class="lbl">${l}</span>
<span class="val">${v}</span><span class="sub">${n}</span></div>`; }
document.getElementById("kpis").innerHTML =
kpi("Registros", K.total_registros.toLocaleString("es"), `${K.estudiantes_unicos} estudiantes únicos`) +
kpi("Accuracy", pct(K.accuracy), "sobre 209 casos de prueba") +
kpi("Recall", pct(K.recall), "de los que reprueban, cuántos detecta") +
kpi("Riesgo alto", pct(K.pct_alto_riesgo), `${Math.round(K.pct_alto_riesgo*209)} de 209 · tutoría intensiva`, "") +
kpi("Riesgo bajo", pct(K.pct_bajo_riesgo), "descartables con seguridad", "good") +
kpi("No detectados", K.casos_criticos_fn, "reprobaron sin alerta · error crítico", "crit");
document.getElementById("kpisModelo").innerHTML =
kpi("Accuracy", pct(K.accuracy), "vs 78.0% del modelo trivial") +
kpi("Precision", pct(K.precision), `${(K.precision/K.tasa_reprobacion_real).toFixed(1)}× mejor que el azar`) +
kpi("Recall", pct(K.recall), "la métrica que gobierna el proyecto") +
kpi("F1", K.f1.toFixed(3), "equilibrio precisión-recall") +
kpi("ROC-AUC", K.roc_auc.toFixed(3), "poder de discriminación") +
kpi("Umbral", K.umbral_alto.toFixed(2), "calibrado, no fijado a mano");
/* ═══ P1 · distribución ═══ */
function dibDistribucion(){
const c = COL();
barrasH(document.getElementById("c_dist"), D.niveles.map(n=>({
k:`${GLIFO[n.nivel]} ${n.nivel}`, v:n.n, c:c[n.nivel],
lbl:`${n.n} (${pct(n.n/209,0)})`,
tip:`<b>Riesgo ${n.nivel}</b><br><span class="k">${n.n} registros · ${pct(n.n/209)} de la cohorte</span>`
})), {padL:92, fila:34, w:440});
barrasH(document.getElementById("c_tasa"), D.niveles.map(n=>({
k:`${GLIFO[n.nivel]} ${n.nivel}`, v:n.tasa, c:c[n.nivel],
lbl:`${pct(n.tasa)} · ${(n.tasa/D.base).toFixed(2)}×`,
tip:`<b>Riesgo ${n.nivel}</b><br><span class="k">${n.rep} de ${n.n} reprobaron (${pct(n.tasa)})</span><br>${(n.tasa/D.base).toFixed(2)}× la tasa base`
})), {padL:92, fila:34, padR:96, max:0.56, w:620, ref:D.base, refLbl:`tasa base ${pct(D.base,0)}`});
}
REPINTA.push(dibDistribucion); dibDistribucion();
/* ═══ P1 · asignatura y faltas ═══ */
function dibAsigFaltas(){
const C_ = COL(), rows = D.pred.rows, ix = k => D.pred.cols.indexOf(k);
const iAs = ix("asignatura"), iNi = ix("nivel_riesgo"), iRa = ix("rango_inasistencias"), iRe = ix("real");
const porAsig = {};
rows.forEach(r=>{ (porAsig[r[iAs]] ??= {Bajo:0,Medio:0,Alto:0})[r[iNi]]++; });
const hostAs = document.getElementById("c_asig");
hostAs.textContent = "";
const legAs = document.createElement("div"); legAs.className = "legend";
legAs.innerHTML = ["Bajo","Medio","Alto"].map(n=>
`<span><i style="background:${C_[n]}"></i>${GLIFO[n]} Riesgo ${n}</span>`).join("");
const boxAs = document.createElement("div"); hostAs.append(legAs, boxAs);
apiladas(boxAs, Object.entries(porAsig).map(([k,v])=>({k,v})),
["Bajo","Medio","Alto"].map(n=>({k:n,n:`Riesgo ${n}`,c:C_[n]})), {w:540});
const orden = ["0","1-4","5-10","11-20","21+"], ag = {};
rows.forEach(r=>{ const g = ag[r[iRa]] ??= {n:0,rep:0}; g.n++; g.rep += r[iRe]; });
const gs = orden.filter(o=>ag[o]).map(o=>({k:o+" faltas", v:{n:ag[o].n, t:ag[o].rep/ag[o].n}}));
const host = document.getElementById("c_falt");
host.textContent = "";
const legF = document.createElement("div"); legF.className = "legend";
legF.innerHTML = `<span><i style="background:${C_.s1}"></i>Registros en el rango</span>` +
`<span><i style="background:${C_.Alto}"></i>% que reprobó</span>`;
const boxF = document.createElement("div");
host.append(legF, boxF);
barrasV(boxF, gs, [{k:"n",n:"Registros",c:C_.s1}], {h:230, w:540,
max:Math.max(...gs.map(g=>g.v.n))*1.35, fmtY:v=>Math.round(v), fmtT:v=>Math.round(v), dl:true});
const s = boxF.querySelector("svg"), W=540,H=230,padL=44,padR=12,padB=44,padT=14;
const bw=(W-padL-padR)/gs.length, maxT=Math.max(...gs.map(g=>g.v.t))*1.05;
const yT=v=>H-padB-(v/maxT)*(H-padB-padT);
const d = gs.map((g,i)=>`${i?"L":"M"}${(padL+bw*i+bw/2).toFixed(1)},${yT(g.v.t).toFixed(1)}`).join(" ");
s.appendChild(el("path",{d,fill:"none",stroke:C_.Alto,"stroke-width":2,"stroke-linejoin":"round"}));
gs.forEach((g,i)=>{
const cx=padL+bw*i+bw/2, cy=yT(g.v.t);
const c=el("circle",{cx,cy,r:4.5,fill:C_.Alto,stroke:cssv("--surface"),"stroke-width":2});
s.appendChild(c);
hover(c,`<b>${g.k}</b><br><span class="k">${g.v.n} registros</span><br>Reprobaron: <span class="k">${pct(g.v.t)}</span>`);
const tl = Object.assign(el("text",{x:cx,y:cy-10,"text-anchor":"middle",class:"vlabel",
fill:C_.Alto,"font-size":"10",stroke:cssv("--surface"),"stroke-width":"3",
"paint-order":"stroke"}),{textContent:pct(g.v.t,0)});
s.appendChild(tl);
});
}
REPINTA.push(dibAsigFaltas); dibAsigFaltas();
/* ═══ P2 · importancia ═══ */
function dibImportancia(){
const C_=COL(), mx=Math.max(...D.imp.slice(0,10).map(d=>d.importancia));
const host=document.getElementById("c_imp"); host.textContent="";
const cont=document.createElement("div"); host.appendChild(cont);
const filas=[];
D.imp.slice(0,10).forEach(d=>{
filas.push({k:d.variable, v:d.importancia, c:C_.s1, lbl:d.importancia.toFixed(3),
tip:`<b>${d.variable}</b><br>Gini: <span class="k">${d.importancia.toFixed(4)}</span><br>Permutación: <span class="k">${d.importancia_permutacion.toFixed(4)}</span>`});
filas.push({k:"", v:Math.max(0,d.importancia_permutacion), c:C_.s2, op:.95,
lbl:d.importancia_permutacion.toFixed(3),
tip:`<b>${d.variable}</b><br>Importancia por permutación: <span class="k">${d.importancia_permutacion.toFixed(4)}</span>`});
});
barrasH(cont, filas, {padL:120, fila:15, padR:52, w:540, max:mx*1.05});
}
REPINTA.push(dibImportancia); dibImportancia();
/* ═══ P2 · por categoría ═══ */
{
const vars = [...new Set(D.resvar.map(r=>r.variable))];
const sel = document.getElementById("selVar");
vars.forEach(v=>{ const o=document.createElement("option"); o.value=v; o.textContent=v; sel.appendChild(o); });
const NOTAS = {
"Reprobaciones previas":"El mejor predictor del fracaso académico es el fracaso académico anterior: con 3 o más reprobaciones previas, 7 de cada 10 vuelven a reprobar.",
"Aspira a educación superior":"Una pregunta actitudinal de costo cero separa mejor que cualquier variable socioeconómica del dataset.",
"Apoyo del centro":"Contraintuitivo solo en apariencia: el centro asigna apoyo <em>porque</em> el estudiante ya venía mal. Es causalidad inversa.",
"Asignatura":"El riesgo no es solo un atributo del estudiante: también lo es de la materia y de su didáctica.",
"Horas de estudio":"El efecto existe pero es modesto, y depende de las reprobaciones previas: estudiar más no compensa por sí solo un historial de fracaso.",
"Educación de la madre":"El gradiente socioeconómico aparece, pero es más débil que el historial académico. La categoría 0 tiene solo 9 registros: no es concluyente."
};
function pinta(){
const v = sel.value, C_ = COL();
const datos = D.resvar.filter(r=>r.variable===v);
barrasH(document.getElementById("c_var"), datos.map(d=>({
k:String(d.categoria), v:d.tasa_reprobacion, c:C_.s1,
lbl:`${pct(d.tasa_reprobacion,0)} · n=${d.registros}`,
tip:`<b>${d.categoria}</b><br><span class="k">${d.reprobaron} de ${d.registros} reprobaron (${pct(d.tasa_reprobacion)})</span><br>Probabilidad media predicha: <span class="k">${pct(d.prob_media)}</span>`
})), {padL:112, fila:27, padR:92, w:540, max:Math.max(0.35,...datos.map(d=>d.tasa_reprobacion))*1.1,
ref:D.base, refLbl:`base ${pct(D.base,0)}`});
document.getElementById("notaVar").innerHTML = NOTAS[v] ||
`Cada barra compara la tasa de reprobación del grupo contra la tasa base del ${pct(D.base,0)} (línea roja). El tamaño de cada grupo se indica junto a la barra.`;
}
sel.addEventListener("change", pinta); pinta(); REPINTA.push(pinta);
}
/* ═══ P3 · tabla de predicciones ═══ */
{
const cols = D.pred.cols, ix = k => cols.indexOf(k), rows = D.pred.rows;
const COLS = [
{k:"id_registro", t:"ID", cls:"mono"},
{k:"asignatura", t:"Asignatura"},
{k:"nivel_riesgo", t:"Nivel", chip:true},
{k:"probabilidad", t:"Probabilidad", num:true, bar:true},
{k:"failures", t:"Reprob. previas", num:true},
{k:"absences", t:"Faltas", num:true},
{k:"studytime", t:"Estudio", num:true},
{k:"higher_txt", t:"Aspiración"},
{k:"estado_real", t:"Resultado real"},
{k:"resultado_matriz", t:"Clasificación", wrap:true},
{k:"conjunto", t:"Conjunto"},
];
const th = document.querySelector("#tPred thead"), tb = document.querySelector("#tPred tbody");
let orden = {k:"probabilidad", dir:-1};
th.innerHTML = "<tr>" + COLS.map(c=>
`<th class="sortable" data-k="${c.k}" tabindex="0">${c.t}<span class="arrow">↕</span></th>`).join("") + "</tr>";
const opciones = (selId, campo, etq) => {
const sel = document.getElementById(selId);
const vals = [...new Set(rows.map(r=>r[ix(campo)]))].sort();
sel.innerHTML = `<option value="">${etq}</option>` +
vals.map(v=>`<option>${v}</option>`).join("");
};
opciones("fNivel","nivel_riesgo","Todos"); opciones("fAsig","asignatura","Todas");
opciones("fConj","conjunto","Todos"); opciones("fRes","resultado_matriz","Todas");
document.getElementById("fNivel").innerHTML =
`<option value="">Todos</option><option>Alto</option><option>Medio</option><option>Bajo</option>`;
function pinta(){
const fn = id => document.getElementById(id).value;
const q = document.getElementById("fBusca").value.trim().toUpperCase();
let f = rows.filter(r =>
(!fn("fNivel") || r[ix("nivel_riesgo")]===fn("fNivel")) &&
(!fn("fAsig") || r[ix("asignatura")]===fn("fAsig")) &&
(!fn("fConj") || r[ix("conjunto")]===fn("fConj")) &&
(!fn("fRes") || r[ix("resultado_matriz")]===fn("fRes")) &&
(!q || String(r[ix("id_registro")]).toUpperCase().includes(q)));
const ki = ix(orden.k);
f.sort((a,b)=>{ const x=a[ki],y=b[ki];
return (typeof x==="number" ? x-y : String(x).localeCompare(String(y))) * orden.dir; });
document.getElementById("conteo").textContent =
`${f.length.toLocaleString("es")} de ${rows.length.toLocaleString("es")} registros`;
const C_ = COL();
tb.innerHTML = f.slice(0,250).map(r=>{
const fnFlag = r[ix("resultado_matriz")].startsWith("FN");
return `<tr${fnFlag?' class="hl-fn"':""}>` + COLS.map(c=>{
const v = r[ix(c.k)];
if(c.chip) return `<td><span class="chip ${v}"><span class="gl">${GLIFO[v]}</span>${v}</span></td>`;
if(c.bar) return `<td class="num pbar"><span class="fill" style="width:${(v*100*0.9).toFixed(0)}%;background:${C_[r[ix("nivel_riesgo")]]}"></span><span>${pct(v)}</span></td>`;
if(c.num) return `<td class="num">${v}</td>`;
if(c.wrap) return `<td class="wrapok">${v}</td>`;
return `<td${c.cls?` class="${c.cls}"`:""}>${v}</td>`;
}).join("") + "</tr>";
}).join("");
}
th.addEventListener("click", e=>{
const h = e.target.closest("th"); if(!h) return;
const k = h.dataset.k;
orden = {k, dir: orden.k===k ? -orden.dir : (typeof rows[0][ix(k)]==="number" ? -1 : 1)};
th.querySelectorAll("th").forEach(x=>x.removeAttribute("aria-sort"));
h.setAttribute("aria-sort", orden.dir===1?"ascending":"descending");
h.querySelector(".arrow").textContent = orden.dir===1?"↑":"↓";
pinta();
});
th.addEventListener("keydown", e=>{ if(e.key==="Enter"||e.key===" "){e.preventDefault();e.target.click();} });
["fNivel","fAsig","fConj","fRes"].forEach(i=>document.getElementById(i).addEventListener("change",pinta));
document.getElementById("fBusca").addEventListener("input", pinta);
pinta(); REPINTA.push(pinta);
}
/* ═══ P3 · umbral ═══ */
function dibUmbral(){
const C_=COL(), u=D.umb, xs=u.map(d=>d.umbral);
lineas(document.getElementById("c_umb"), xs, [
{n:"Precisión", c:C_.s1, v:u.map(d=>d.precision)},
{n:"Recall", c:C_.s2, v:u.map(d=>d.recall)},
{n:"F1", c:C_.s3, v:u.map(d=>d.f1)},
{n:"No detectados", c:C_.Alto, der:true, v:u.map(d=>d.no_detectados), fmt:v=>v+" estudiantes"},
], {h:300, w:620, tituloX:"Umbral", fmtX:v=>v.toFixed(2), fmtY:v=>v.toFixed(2),
ejeDer:"no detectados", maxL:1.05});
}
REPINTA.push(dibUmbral); dibUmbral();
/* ═══ P3 · nuevos ═══ */
{
const th=document.querySelector("#tNuevos thead"), tb=document.querySelector("#tNuevos tbody");
th.innerHTML="<tr><th>ID</th><th>Perfil</th><th>Prob.</th><th>Nivel</th></tr>";
tb.innerHTML = D.nuevos.map(n=>`<tr>
<td class="mono">${n.id_registro}</td>
<td class="wrapok" style="min-width:180px">${n.perfil}<br><span style="color:var(--ink-3);font-size:11.5px">${n.accion}</span></td>
<td class="num"><b>${pct(n.probabilidad)}</b></td>
<td><span class="chip ${n.nivel_riesgo}"><span class="gl">${GLIFO[n.nivel_riesgo]}</span>${n.nivel_riesgo}</span></td></tr>`).join("");
}
/* ═══ P4 · matriz de confusión ═══ */
{
const g = t => D.cm.find(c=>c.tipo===t).casos;
const celda = (t,cls,tit,desc) => `<div class="cell ${cls}"><span class="t">${t}</span>
<div class="n">${g(t)}</div><div class="d"><b>${tit}</b><br>${desc}</div></div>`;
document.getElementById("c_cm").innerHTML =
`<div class="hd"></div><div class="hd">Predicho: aprueba</div><div class="hd">Predicho: en riesgo</div>
<div class="hd rh">Real:<br>aprueba</div>
${celda("TN","ok","Correctamente descartado","No se gastan tutorías en quien no las necesita.")}
${celda("FP","fp","Falsa alarma · Error tipo I","Tutoría a alguien que habría aprobado. Molesto pero recuperable.")}
<div class="hd rh">Real:<br>en riesgo</div>
${celda("FN","fn","No detectado · Error tipo II","Reprobó sin que nadie lo viera. Irreversible.")}
${celda("TP","ok","Detectado a tiempo","La alerta que permite intervenir. El acierto que justifica el sistema.")}`;
}
/* ═══ P4 · comparación ═══ */
function dibComparacion(){
const C_=COL(), met=["Accuracy","Precision","Recall","F1","ROC-AUC"];
const NOM={"Regresion Logistica":"Regresión Logística","Random Forest":"Random Forest",
"Red Neuronal (Exp D)":"Red Neuronal (Exp D)"};
const cor={"Regresion Logistica":C_.s1,"Random Forest":C_.s2,"Red Neuronal (Exp D)":C_.s3};
const host=document.getElementById("c_comp");
host.textContent="";
const leg=document.createElement("div"); leg.className="legend";
leg.innerHTML = D.comp.map(c=>
`<span><i style="background:${cor[c.Modelo]}"></i>${NOM[c.Modelo]||c.Modelo}</span>`).join("");
const box=document.createElement("div"); host.append(leg, box);
const filas=[];
met.forEach((m,mi)=>{
if(mi) filas.push({spacer:true});
D.comp.forEach((c,ci)=>filas.push({
k: ci===1 ? m : "", v: c[m], c: cor[c.Modelo], lbl: c[m].toFixed(3),
tip:`<b>${m}</b><br>${NOM[c.Modelo]||c.Modelo}: <span class="k">${c[m].toFixed(4)}</span>`}));
});
barrasH(box, filas, {padL:74, fila:17, padR:44, w:440, max:1.0});
}
REPINTA.push(dibComparacion); dibComparacion();
/* ═══ P4 · experimentos ═══ */
{
const cols=[["Exp","Exp"],["Arquitectura","Arquitectura"],["Parametros","Parámetros"],
["Epochs","Épocas"],["Batch","Batch"],["Dropout","Dropout"],["L2","L2"],["LR","LR"],
["EarlyStop","Early Stop"],["F1_val","F1 val"],["Acc_test","Acc test"],["F1_test","F1 test"],
["AUC_test","AUC test"],["Brecha_acc","Brecha train-val"]];
const th=document.querySelector("#tExp thead"), tb=document.querySelector("#tExp tbody");
th.innerHTML="<tr>"+cols.map(c=>`<th>${c[1]}</th>`).join("")+"</tr>";
const mejor = D.exp.reduce((a,b)=>b.F1_val>a.F1_val?b:a);
tb.innerHTML = D.exp.map(r=>{
const es = r.Exp===mejor.Exp;
return `<tr${es?' style="background:var(--bajo-bg)"':""}>`+cols.map(c=>{
let v=r[c[0]];
if(typeof v==="number") v = Number.isInteger(v)? String(v) : v.toFixed(4);
if(c[0]==="Exp") v = es? `<b>${v}</b> ✓` : v;
return `<td${typeof r[c[0]]==="number"?' class="num"':""}>${v}</td>`;
}).join("")+"</tr>";
}).join("");
}
/* ═══ P4 · curvas ═══ */
{
const seg=document.getElementById("segCur");
const NOTA={
"A - Sin regularizacion":"<strong>Patrón de manual.</strong> La pérdida de entrenamiento baja sin parar mientras la de validación toca su mínimo en las primeras épocas y a partir de ahí <em>sube</em>. Todo lo que la red aprende después es memorización de los 626 registros de entrenamiento, no conocimiento generalizable. Accuracy final: 99.7% en entrenamiento contra 67.5% en validación.",
"D - Con regularizacion":"<strong>Las dos curvas van juntas.</strong> Dropout 0.3, regularización L2 y Early Stopping mantienen la pérdida de validación pegada a la de entrenamiento. La brecha de accuracy cae de +0.32 a +0.13 y Early Stopping detuvo el entrenamiento en la época 72 en vez de agotar las 200 programadas."
};
function pinta(c){
const C_=COL(), d=D.curvas[c], xs=d.map(r=>r[0]);
lineas(document.getElementById("c_cur"), xs, [
{n:"Loss entrenamiento", c:C_.s1, v:d.map(r=>r[1])},
{n:"Loss validación", c:C_.Alto, v:d.map(r=>r[2])},
], {h:300, w:1180, tituloX:"Época", fmtX:v=>v, fmtY:v=>v.toFixed(2), maxL:1.25, padR:20});
document.getElementById("notaCur").innerHTML = NOTA[c];
}
seg.addEventListener("click", e=>{
const b=e.target.closest("button"); if(!b) return;
[...seg.children].forEach(x=>x.setAttribute("aria-pressed", x===b));
pinta(b.dataset.c);
});
pinta("A - Sin regularizacion");
REPINTA.push(()=> pinta(seg.querySelector('[aria-pressed="true"]').dataset.c));
}
/* ═══ navegación ═══ */
document.getElementById("tabs").addEventListener("click", e=>{
const b=e.target.closest("button"); if(!b) return;
document.querySelectorAll("#tabs button").forEach(x=>x.setAttribute("aria-selected", x===b));
document.querySelectorAll(".page").forEach(p=>p.hidden = p.id!==b.dataset.p);
scrollTo({top:0, behavior:"instant"});
});
/* ═══ tema ═══ */
{
const r = document.documentElement, btn = document.getElementById("themeBtn");
const mq = matchMedia("(prefers-color-scheme:dark)");
const CICLO = ["auto","light","dark"];
const ETIQ = {auto:"◐ AUTO", light:"☀ CLARO", dark:"☾ OSCURO"};
const AYUDA = {auto:"sigue al sistema", light:"claro", dark:"oscuro"};
const modo = ()=>{ const t = r.getAttribute("data-theme");
return t==="light"||t==="dark" ? t : "auto"; };
function etiqueta(){
btn.textContent = ETIQ[modo()];
btn.title = `Tema: ${AYUDA[modo()]}. Clic para cambiar.`;
btn.setAttribute("aria-label", btn.title);
}
function aplicar(m){
if(m === "auto") r.removeAttribute("data-theme"); else r.setAttribute("data-theme", m);
try{ m === "auto" ? localStorage.removeItem("tema") : localStorage.setItem("tema", m); }catch(e){}
etiqueta();
repintaTodo(); // los SVG se redibujan; filtros, orden y pestaña quedan intactos
}
btn.addEventListener("click", ()=> aplicar(CICLO[(CICLO.indexOf(modo()) + 1) % 3]));
mq.addEventListener("change", ()=>{ if(modo() === "auto") repintaTodo(); });
etiqueta();
}
</script>
</body></html>