Evaluation of Classification Model Options


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Documentation for package ‘modeval’ version 0.1.3

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add_model Add predictive models to Summary list.
add_prob Add Class Probability
suggest_accuracy Compare performance based on accuracy metrics.
suggest_auc Compare performance based on Area Under the Curve, Sensitivity, and Specificity.
suggest_category Compare model performance by model category from 'caret' package
suggest_gain Plot Gain Chart and Lift Chart
suggest_probCut Compare Class Probability Distribution based on Probability Cut-off
suggest_probPop Compare class probability distributions based on the population.
suggest_transformation Plot Skewness and Kurtosis and suggest transformations
suggest_variable Compare variables by importance.