R Packages that start with:
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Functions
- abort_packages_not_installed()
- bootstrap_performance()
- bounds()
- calc_balanced_precision()
- calc_baseline_precision()
- calc_mean_perf()
- calc_perf_bootstrap_split()
- calc_perf_metrics()
- calc_pvalue()
- change_to_num()
- check_all()
- check_cat_feats()
- check_corr_thresh()
- check_dataset()
- check_features()
- check_groups()
- check_group_partitions()
- check_kfold()
- check_method()
- check_ntree()
- check_outcome_column()
- check_outcome_value()
- check_packages_installed()
- check_perf_metric_function()
- check_perf_metric_name()
- check_permute()
- check_remove_var()
- check_seed()
- check_training_frac()
- check_training_indices()
- cluster_corr_mat()
- collapse_correlated_features()
- combine_hp_performance()
- compare_models()
- create_grouped_data_partition()
- create_grouped_k_multifolds()
- define_cv()
- find_permuted_perf_metric()
- flatten_corr_mat()
- get_binary_corr_mat()
- get_caret_dummyvars_df()
- get_caret_processed_df()
- get_corr_feats()
- get_difference()
- get_feature_importance()
- get_groups_from_clusters()
- get_hp_performance()
- get_hyperparams_from_df()
- get_hyperparams_list()
- get_outcome_type()
- get_partition_indices()
- get_performance_tbl()
- get_perf_metric_fn()
- get_perf_metric_name()
- get_seeds_trainControl()
- get_tuning_grid()
- group_correlated_features()
- is_whole_number()
- keep_groups_in_cv_partitions()
- mikropml-package()
- mutate_all_types()
- otu_data_preproc()
- otu_mini_bin()
- otu_mini_bin_results_glmnet()
- otu_mini_bin_results_rf()
- otu_mini_bin_results_rpart2()
- otu_mini_bin_results_svmRadial()
- otu_mini_bin_results_xgbTree()
- otu_mini_cont_results_glmnet()
- otu_mini_cont_results_nocv()
- otu_mini_cv()
- otu_mini_multi()
- otu_mini_multi_group()
- otu_mini_multi_results_glmnet()
- otu_small()
- pbtick()
- permute_p_value()
- plot_curves()
- plot_hp_performance()
- plot_model_performance()
- preprocess_data()
- process_cat_feats()
- process_cont_feats()
- process_novar_feats()
- radix_sort()
- randomize_feature_order()
- reexports()
- remove_singleton_columns()
- replace_spaces()
- rm_missing_outcome()
- run_ml()
- select_apply()
- sensspec()
- set_hparams_glmnet()
- set_hparams_rf()
- set_hparams_rpart2()
- set_hparams_svmRadial()
- set_hparams_xgbTree()
- shared_ggprotos()
- shuffle_group()
- split_outcome_features()
- tidy_perf_data()
- train_model()
R Codes
Selected R package: mikropml
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