Get hyperparameter performance metrics
Usage
get_hp_performance(trained_model)
Arguments
- trained_model
trained model (e.g. from run_ml()
)
Value
Named list:
dat
: Dataframe of performance metric for each group of hyperparameters.
params
: Hyperparameters tuned.
metric
: Performance metric used.
Examples
get_hp_performance(otu_mini_bin_results_glmnet$trained_model)
#> $dat
#> alpha lambda AUC
#> 1 0 1e-04 0.6082552
#> 2 0 1e-03 0.6082552
#> 3 0 1e-02 0.6086458
#> 4 0 1e-01 0.6166789
#> 5 0 1e+00 0.6221737
#> 6 0 1e+01 0.6187408
#>
#> $params
#> [1] "lambda"
#>
#> $metric
#> [1] "AUC"
#>