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_baseline_precision | Man page |
| calc_mean_perf | Man page |
| calc_mean_prc | Man page |
| calc_mean_roc | Man page |
| calc_model_sensspec | Man page Source code |
| calc_perf_metrics | Man page Source code |
| calc_pvalue | 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 |
| compare_models | Man page Source code |
| 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_difference | 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 | Source code |
| mikropml | Man page |
| mutate_all_types | Source code |
| otu_data_preproc | Man page |
| 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 |
| permute_p_value | Man page Source code |
| plot_curves | Man page |
| plot_hp_performance | Man page |
| plot_mean_prc | Man page |
| plot_mean_roc | 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 |
| sensspec | Man page |
| 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 |
| shared_ggprotos | Man page |
| shuffle_group | Source code |
| split_outcome_features | Source code |
| tidy_perf_data | Man page Source code |
| train_model | Man page Source code |
