# Rapid Calculation of Model Metrics

## Documentation for package ‘ModelMetrics’ version 1.1.0

- DESCRIPTION file.

## Help Pages

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