Rapid Calculation of Model Metrics

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Documentation for package ‘ModelMetrics’ version 1.0.0

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auc Area Under the Curve
brier Brier Score
ce Classification error
confusionMatrix Confusion Matrix
f1Score F1 Score
logLoss Log Loss
mae Mean absolute error
mlogLoss Multiclass Log Loss
mse Mean Square Error
msle Mean Squared Log Error
npv Negative Predictive Value
ppv Postive Predictive Value
precision Postive Predictive Value
recall Recall, Sensitivity, tpr
rmse Root-Mean Square Error
rmsle Root Mean Squared Log Error
sensitivity Recall, Sensitivity, tpr
testDF Test data
tpr Recall, Sensitivity, tpr