Files in easyml
Easily Build and Evaluate Machine Learning Models
inst
inst/examples
inst/examples/cocaine_dependence.R
inst/examples/example.R
inst/examples/prostate.R
inst/data-raw
inst/data-raw/cocaine_dependence.txt
inst/data-raw/prostate.txt
inst/data-raw/save.R
inst/notes.md
tests
tests/testthat.R
tests/testthat
tests/testthat/test-process.R
tests/testthat/test-avNNet.R
tests/testthat/test-utils.R
tests/testthat/test-resample.R
tests/testthat/test-support_vector_machine.R
tests/testthat/test-measure.R
tests/testthat/test-random_forest.R
tests/testthat/test-deep_neural_network.R
tests/testthat/test-plot.R
tests/testthat/test-setters.R
tests/testthat/test-preprocess.R
tests/testthat/test-glinternet.R
tests/testthat/test-glmnet.R
tests/testthat/test-neural_network.R
tests/testthat/test-generate.R
NAMESPACE
NEWS.md
data
data/cocaine_dependence.rda
data/prostate.rda
R
R/deep_neural_network.R
R/utils.R
R/avNNet.R
R/core.R
R/random_forest.R
R/preprocess.R
R/plot.R
R/resample.R
R/glmnet.R
R/support_vector_machine.R
R/glinternet.R
R/process.R
R/generate.R
R/measure.R
R/easyml.R
R/neural_network.R
R/datasets.R
R/setters.R
README.md
MD5
DESCRIPTION
man
man/extract_variable_importances.easy_random_forest.Rd
man/fit_model.easy_neural_network.Rd
man/predict_model.Rd
man/extract_coefficients.Rd
man/preprocess_identity.Rd
man/plot_variable_importances_processed.Rd
man/plot_model_performance_gaussian_r2_score.Rd
man/set_parallel.Rd
man/fit_model.easy_glinternet.Rd
man/set_random_state.Rd
man/set_plot_predictions.Rd
man/predict_model.easy_support_vector_machine.Rd
man/set_cores.Rd
man/easy_deep_neural_network.Rd
man/generate_model_performance.Rd
man/predict_model.easy_avNNet.Rd
man/remove_variables.Rd
man/resample_stratified_simple_train_test_split.Rd
man/extract_coefficients.easy_glmnet.Rd
man/fit_model.easy_support_vector_machine.Rd
man/set_preprocess.Rd
man/set_measure.Rd
man/preprocess_scale.Rd
man/easy_neural_network.Rd
man/fit_model.easy_glmnet.Rd
man/plot_model_performance_gaussian_correlation_score.Rd
man/predict_model.easy_glinternet.Rd
man/easy_support_vector_machine.Rd
man/measure_auc_score.Rd
man/cocaine_dependence.Rd
man/plot_predictions_binomial.Rd
man/measure_r2_score.Rd
man/set_categorical_variables.Rd
man/easyml.Rd
man/easy_glmnet.Rd
man/generate_variable_importances.Rd
man/plot_predictions_gaussian.Rd
man/prostate.Rd
man/set_looper.Rd
man/reduce_cores.Rd
man/plot_model_performance_binomial_auc_score.Rd
man/easy_random_forest.Rd
man/fit_model.Rd
man/set_resample.Rd
man/predict_model.easy_neural_network.Rd
man/plot_coefficients_processed.Rd
man/resample_fold_train_test_split.Rd
man/set_looper_.Rd
man/resample_stratified_class_train_test_split.Rd
man/plot_model_performance_gaussian_mse_score.Rd
man/measure_correlation_score.Rd
man/easy_glinternet.Rd
man/fit_model.easy_random_forest.Rd
man/easy_avNNet.Rd
man/correlation_test.Rd
man/fit_model.easy_deep_neural_network.Rd
man/fit_model.easy_avNNet.Rd
man/extract_variable_importances.Rd
man/predict_model.easy_glmnet.Rd
man/easy_analysis.Rd
man/generate_coefficients.Rd
man/process_coefficients.Rd
man/process_variable_importances.Rd
man/set_independent_variables.Rd
man/set_plot_model_performance.Rd
man/measure_mse_score.Rd
man/resample_simple_train_test_split.Rd
man/set_column_names.Rd
man/set_dependent_variable.Rd
man/generate_predictions.Rd
man/plot_roc_curve.Rd
man/predict_model.easy_random_forest.Rd
man/predict_model.easy_deep_neural_network.Rd
man/plot_model_performance_histogram.Rd
LICENSE
