define_bagging_spec | Define Bagging Model Specification |
define_bayes_glm_spec | Define Bayesian GLM Model Specification |
define_c5_0_spec | Define C5.0 Model Specification |
define_decision_tree_spec | Define Decision Tree Model Specification |
define_deep_learning_spec | Define Deep Learning Model Specification (keras) |
define_elastic_net_spec | Define Elastic Net Model Specification |
define_knn_spec | Define K-Nearest Neighbors Model Specification |
define_lasso_regression_spec | Define Lasso Regression Model Specification |
define_lda_spec | Define Linear Discriminant Analysis Model Specification |
define_lightgbm_spec | Define LightGBM Model Specification |
define_linear_regression_spec | Define Linear Regression Model Specification |
define_logistic_regression_spec | Define Logistic Regression Model Specification |
define_naive_bayes_spec | Define Naive Bayes Model Specification |
define_neural_network_spec | Define Neural Network Model Specification (nnet) |
define_penalized_logistic_regression_spec | Define Penalized Logistic Regression Model Specification |
define_pls_spec | Define Partial Least Squares Model Specification |
define_qda_spec | Define Quadratic Discriminant Analysis Model Specification |
define_random_forest_spec | Define Random Forest Model Specification |
define_ranger_spec | Define Ranger Model Specification |
define_ridge_regression_spec | Define Ridge Regression Model Specification |
define_svm_linear_spec | Define SVM Linear Model Specification |
define_svm_radial_spec | Define SVM Radial Model Specification |
define_xgboost_spec | Define XGBoost Model Specification |
evaluate_models | Evaluate Models Function |
fastml | Fast Machine Learning Function |
load_model | Load Model Function |
plot.fastml_model | Plot Function for fastml_model |
predict.fastml_model | Predict Function for fastml_model |
save_model | Save Model Function |
summary.fastml_model | Summary Function for fastml_model |
train_models | Train Specified Machine Learning Algorithms on the Training Data |