combine_hp_performance | R Documentation |
Combine hyperparameter performance metrics for multiple train/test splits generated by, for instance, looping in R or using a snakemake workflow on a high-performance computer.
combine_hp_performance(trained_model_lst)
trained_model_lst |
List of trained models. |
Named list:
dat
: Dataframe of performance metric for each group of hyperparameters
params
: Hyperparameters tuned.
Metric
: Performance metric used.
Zena Lapp, zenalapp@umich.edu
## Not run:
results <- lapply(seq(100, 102), function(seed) {
run_ml(otu_small, "glmnet", seed = seed, cv_times = 2, kfold = 2)
})
models <- lapply(results, function(x) x$trained_model)
combine_hp_performance(models)
## End(Not run)
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