API for SchlossLab/mikropml
User-Friendly R Package for Supervised Machine Learning Pipelines

Global functions
!! Man page
%>% Man page
.data Man page
:= Man page
abort_packages_not_installed Source code
calc_perf_metrics Man page Source code
change_to_num Source code
check_all Source code
check_cat_feats Source code
check_corr_thresh Source code
check_dataset Source code
check_features Source code
check_group_partitions Source code
check_groups Source code
check_kfold Source code
check_method Source code
check_ntree Source code
check_outcome_column Source code
check_outcome_value Source code
check_packages_installed Source code
check_perf_metric_function Source code
check_perf_metric_name Source code
check_permute Source code
check_remove_var Source code
check_seed Source code
check_training_frac Source code
check_training_indices Source code
cluster_corr_mat Source code
combine_hp_performance Man page
contr.ltfr Man page
create_grouped_data_partition Source code
create_grouped_k_multifolds Source code
define_cv Man page Source code
find_permuted_perf_metric Source code
flatten_corr_mat Source code
get_binary_corr_mat Source code
get_caret_processed_df Man page
get_corr_feats Source code
get_feature_importance Man page Source code
get_groups_from_clusters Source code
get_hp_performance Man page
get_hyperparams_from_df Source code
get_hyperparams_list Man page Source code
get_outcome_type Man page Source code
get_partition_indices Man page Source code
get_perf_metric_fn Man page Source code
get_perf_metric_name Man page Source code
get_performance_tbl Man page Source code
get_seeds_trainControl Source code
get_tuning_grid Man page Source code
group_correlated_features Man page Source code
is_whole_number Source code
keep_groups_in_cv_partitions Man page Source code
mikropml Man page
mutate_all_types Source code
otu_mini_bin Man page
otu_mini_bin_results_glmnet Man page
otu_mini_bin_results_rf Man page
otu_mini_bin_results_rpart2 Man page
otu_mini_bin_results_svmRadial Man page
otu_mini_bin_results_xgbTree Man page
otu_mini_cont_results_glmnet Man page
otu_mini_cont_results_nocv Man page
otu_mini_cv Man page
otu_mini_multi Man page
otu_mini_multi_group Man page
otu_mini_multi_results_glmnet Man page
otu_small Man page
pbtick Source code
plot_hp_performance Man page
plot_model_performance Man page Source code
preprocess_data Man page Source code
radix_sort Source code
randomize_feature_order Man page Source code
reexports Man page
remove_singleton_columns Man page Source code
replace_spaces Man page Source code
rm_missing_outcome Source code
run_ml Man page Source code
select_apply Source code
set_hparams_glmnet Source code
set_hparams_rf Source code
set_hparams_rpart2 Source code
set_hparams_svmRadial Source code
set_hparams_xgbTree Source code
split_outcome_features Source code
tidy_perf_data Man page Source code
train_model Man page Source code
SchlossLab/mikropml documentation built on Nov. 25, 2021, 1:13 p.m.