Files in healthcareai

Tools for Healthcare Machine Learning

NEWS.md README.md R/find_unique_columns.R R/variable_importance.R R/step_add_levels.R R/models.R R/predict_utils.R R/pip.R R/list_variables.R R/save_load.R R/model_list_generics.R R/interpret.R R/step_dummy_hcai.R R/utilities.R R/rename_with_counts.R R/step_hcai_missing.R R/logging.R R/setup_hyperparameters.R R/step_date_hcai.R R/flash_models.R R/data.R R/predict.R R/missingness.R R/healthcareai.R R/train_models.R R/reexports.R R/db_connections.R R/prep_data.R R/plot_explore.R R/tune_models.R R/get_best_levels.R R/machine_learn.R R/get_thresholds.R R/pivot.R R/split_train_test.R R/separate_drgs.R R/impute.R R/training_setup.R R/model_list_constructors.R R/prep_data_utils.R R/step_locfimpute.R R/plot_predictions.R R/zzz.R R/globals.R R/explore.R R/hcai-impute.R R/evaluate.R R/control_chart.R tests/testthat-3.R tests/testthat-4.R tests/testthat-5.R tests/testthat-2.R tests/testthat-1.R tests/testthat/test-tune_models.R tests/testthat/test-control_chart.R tests/testthat/test-evaluate.R tests/testthat/test-setup_hyperparameters.R tests/testthat/test-step_add_levels.R tests/testthat/test-PCA.R tests/testthat/test-zlint.R tests/testthat/test-cran_only.R tests/testthat/test-missingness.R tests/testthat/test-impute.r tests/testthat/test-prep_data_utils.R tests/testthat/test-predict.R tests/testthat/test-list_variables.R tests/testthat/test-get_thresholds.R tests/testthat/test-separate_drgs.R tests/testthat/test-rename_with_counts.R tests/testthat/test-utilities.R tests/testthat/test-variable_importance.R tests/testthat/test-step_locfimpute.R tests/testthat/test-prep_data.R tests/testthat/test-explore.R tests/testthat/test-convert_dates.R tests/testthat/test-model_list.R tests/testthat/Rplots.pdf tests/testthat/test-step_dummy_hcai.R tests/testthat/test-plot_predictions.R tests/testthat/test-telemetry.R tests/testthat/test-pip.R tests/testthat/test-flash_models.R tests/testthat/test-interpret.R tests/testthat/test-hcai-impute.R tests/testthat/test-save_load.R tests/testthat/test-get_best_levels.R tests/testthat/test-training_setup.R tests/testthat/test-machine_learn.R tests/testthat/test-step_date_hcai.R tests/testthat/test-step-hcai-missing.R tests/testthat/test-find_unique_columns.R tests/testthat/test-pivot.R tests/testthat/test-setup.R tests/testthat/test-split_train_test.R tests/testthat/test-db-connections.R man/add_best_levels.Rd man/plot.model_list.Rd man/evaluate.Rd man/as.model_list.Rd man/catalyst_test_deploy_in_prod.Rd man/pima_diabetes.Rd man/prep_data.Rd man/reexports.Rd man/start_prod_logs.Rd man/evaluate_multiclass.Rd man/stop_prod_logs.Rd man/split_train_test.Rd man/get_variable_importance.Rd man/tune_models.Rd man/get_hyperparameter_defaults.Rd man/interpret.Rd man/plot.explore_df.Rd man/step_add_levels.Rd man/evaluate_regression.Rd man/separate_drgs.Rd man/db_read.Rd man/plot.thresholds_df.Rd man/Mode.Rd man/pima_meds.Rd man/machine_learn.Rd man/flash_models.Rd man/build_connection_string.Rd man/make_na.Rd man/get_supported_models.Rd man/build_one_level_df.Rd man/plot.variable_importance.Rd man/explore.Rd man/impute.Rd man/predict.model_list.Rd man/step_dummy_hcai.Rd man/missingness.Rd man/permute_process_variables.Rd man/healthcareai.Rd man/plot.predicted_df.Rd man/add_SAM_utility_cols.Rd man/get_thresholds.Rd man/rename_with_counts.Rd man/plot.missingness.Rd man/control_chart.Rd man/step_missing.Rd man/save_models.Rd man/is.model_list.Rd man/convert_date_cols.Rd man/summary.missingness.Rd man/evaluate_classification.Rd man/is.predicted_df.Rd man/step_locfimpute.Rd man/pip.Rd man/hcai_impute.Rd man/plot.interpret.Rd man/pivot.Rd man/get_cutoffs.Rd man/step_date_hcai.Rd