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check_metrics_arg() fails for quantile regression metrics #1186

@topepo

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@topepo
library(tidymodels)
library(ordered)
library(future)

plan("multisession")

set.seed(1215)
ames_split <- 
  ames |> 
  select(Latitude, Sale_Price) |> 
  initial_split(strata = Sale_Price)
ames_train <- training(ames_split)
ames_test <- testing(ames_split)
ames_rs <- vfold_cv(ames_train, strata = Sale_Price)

qnt_lvls <- c(0.05, 0.25, 0.5, 0.75, 0.95)

nnet_spec <- 
  mlp(hidden_units = tune(), penalty = tune(), epochs = 10) |> 
  set_mode("quantile regression", quantile_levels = qnt_lvls) |> 
  set_engine("qrnn", method = "adam")

nnet_rec <- recipe(Sale_Price ~ ., data = ames_train) |> 
  step_normalize(all_predictors())

nnet_wflow <- workflow(nnet_rec, nnet_spec)
qnt_set <- metric_set(weighted_interval_score)

# works with no metric set input
set.seed(971)
nnet_res <- 
  nnet_wflow |> 
  tune_grid(
    resamples = ames_rs,
    grid = 3 
    # metrics = qnt_set
  )

# whomp whomp
set.seed(971)
nnet_res <- 
  nnet_wflow |> 
  tune_grid(
    resamples = ames_rs,
    grid = 3,
    metrics = qnt_set
  )
#> Error in `tune_grid()`:
#> ! The `metrics` argument should be the results of
#>   `yardstick::metric_set()`.

Created on 2026-04-23 with reprex v2.1.1

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