Machine Learning Experiments

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Documentation for package ‘mlexperiments’ version 0.0.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

handle_cat_vars	handle_cat_vars
LearnerGlm	LearnerGlm R6 class
LearnerKnn	LearnerKnn R6 class
LearnerLm	LearnerLm R6 class
LearnerRpart	LearnerRpart R6 class
metric	metric
metric_types_helper	metric_types_helper
MLBase	Basic R6 Class for the mlexperiments package
MLCrossValidation	R6 Class to perform cross-validation experiments
MLExperimentsBase	R6 Class on which the experiment classes are built on
MLLearnerBase	R6 Class to construct learners
MLNestedCV	R6 Class to perform nested cross-validation experiments
MLTuneParameters	R6 Class to perform hyperparameter tuning experiments
performance	performance
predictions	predictions
validate_fold_equality	validate_fold_equality