Rapid Calculation of Model Metrics

Documentation for package ‘ModelMetrics’ version 1.1.0

auc	Area Under the Curve
brier	Brier Score
ce	Classification error
confusionMatrix	Confusion Matrix
f1Score	F1 Score
logLoss	Log Loss
mae	Mean absolute error
mauc	Multiclass Area Under the Curve
mcc	Matthews Correlation Coefficient
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
specificity	Specificity, True negative rate
testDF	Test data
tnr	Specificity, True negative rate
tpr	Recall, Sensitivity, tpr