Files in MLwrap

Machine Learning Modelling for Everyone

NEWS.md README.md R/summary.AnalysisObject.R R/table_utils.R R/HyperparametersSVM.R R/evaluate_model.R R/graph_nn.R R/Tuners.R R/preprocessing.R R/permutation_feature_importance.R R/utils-pipe.R R/sim_data.R R/SOBOL.R R/metrics.R R/Bayesian_Optimization.R R/results_multiclass_classification.R R/model_creation.R R/plotting_utils.R R/create_xgboost.R R/shap_values.R R/Objects.R R/HyperparametersNN.R R/HyperparametersXGBoost.R R/results_binary_classification.R R/GridSearchCV.R R/create_svm.R R/create_nn.R R/Integrated_Gradients.R R/results_regression.R R/zzz.R R/olden_method.R R/check_arguments.R R/HyperparametersRF.R R/InterpretableML.R R/fine_tuning.R R/create_rf.R tests/testthat.R tests/testthat/test-model_tuning.R tests/testthat/test-build_model.R tests/testthat/test-sensitivity_analysis.R tests/testthat/test-HyperparametersRF.R tests/testthat/test-HyperparametersSVM.R tests/testthat/test-Tuners.R tests/testthat/test-preprocessing.R tests/testthat/test-HyperparametersNN.R man/plot_pfi.Rd man/plot_loss_curve.Rd man/plot_sobol_jansen.Rd man/plot_lift_curve.Rd man/table_sobol_jansen_results.Rd man/sensitivity_analysis.Rd man/table_shap_results.Rd man/plot_integrated_gradients.Rd man/plot_roc_curve.Rd man/plot_graph_nn.Rd man/plot_tuning_results.Rd man/build_model.Rd man/plot_olden.Rd man/table_best_hyperparameters.Rd man/plot_scatter_residuals.Rd man/plot_calibration_curve.Rd man/plot_distribution_by_class.Rd man/pipe.Rd man/plot_shap.Rd man/plot_gain_curve.Rd man/table_pfi_results.Rd man/plot_confusion_matrix.Rd man/plot_scatter_predictions.Rd man/preprocessing.Rd man/table_integrated_gradients_results.Rd man/fine_tuning.Rd man/plot_pr_curve.Rd man/plot_residuals_distribution.Rd man/table_evaluation_results.Rd man/sim_data.Rd man/table_olden_results.Rd