Machine Learning Model Evaluation

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Documentation for package ‘MLeval’ version 0.3

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

Help Pages

brier_score	brier_score: A Brier score function
evalm	evalm: Evaluate Machine Learning Models in R
fit	Random forest fitted object from Caret on Sonar data
fit1	Random forest fitted object from Caret on Sonar data
fit2	Gradient boosted machines fitted object from Caret on Sonar data
fit3	Random forest fitted object from Caret on Sonar data with log-likelihood objective function
im_fit	Random forest fitted object from Caret on simulated imbalanced data
LL	LL: Log-likelihood function
preds	Predictions from gbm on the Sonar test data
predsc	Predictions from gbm and random forest on the Sonar test data
Sonar	Sonar data