Rapid Calculation of Model Metrics

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Documentation for package ‘ModelMetrics’ version 1.2.2.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

auc	Area Under the Curve
auc.default	Area Under the Curve
auc.gbm	Area Under the Curve
auc.glm	Area Under the Curve
auc.glmerMod	Area Under the Curve
auc.randomForest	Area Under the Curve
auc.rpart	Area Under the Curve
brier	Brier Score
brier.default	Brier Score
brier.gbm	Brier Score
brier.glm	Brier Score
brier.glmerMod	Brier Score
brier.randomForest	Brier Score
brier.rpart	Brier Score
ce	Classification error
ce.default	Classification error
ce.gbm	Classification error
ce.glm	Classification error
ce.glmerMod	Classification error
ce.lm	Classification error
ce.randomForest	Classification error
ce.rpart	Classification error
confusionMatrix	Confusion Matrix
f1Score	F1 Score
fScore	F Score
gini	GINI Coefficient
gini.default	GINI Coefficient
gini.gbm	GINI Coefficient
gini.glm	GINI Coefficient
gini.glmerMod	GINI Coefficient
gini.randomForest	GINI Coefficient
gini.rpart	GINI Coefficient
kappa	kappa statistic
logLoss	Log Loss
logLoss.default	Log Loss
logLoss.gbm	Log Loss
logLoss.glm	Log Loss
logLoss.glmerMod	Log Loss
logLoss.randomForest	Log Loss
logLoss.rpart	Log Loss
mae	Mean absolute error
mae.default	Mean absolute error
mae.gbm	Mean absolute error
mae.glm	Mean absolute error
mae.glmerMod	Mean absolute error
mae.randomForest	Mean absolute error
mae.rpart	Mean absolute error
mauc	Multiclass Area Under the Curve
mcc	Matthews Correlation Coefficient
mlogLoss	Multiclass Log Loss
mse	Mean Square Error
mse.default	Mean Square Error
mse.glm	Mean Square Error
mse.lm	Mean Square Error
msle	Mean Squared Log Error
msle.default	Mean Squared Log Error
msle.gbm	Mean Squared Log Error
msle.glm	Mean Squared Log Error
msle.glmerMod	Mean Squared Log Error
msle.lm	Mean Squared Log Error
msle.randomForest	Mean Squared Log Error
msle.rpart	Mean Squared Log Error
npv	Negative Predictive Value
ppv	Positive Predictive Value
precision	Positive Predictive Value
recall	Recall, Sensitivity, tpr
rmse	Root-Mean Square Error
rmse.default	Root-Mean Square Error
rmse.glm	Root-Mean Square Error
rmse.lm	Root-Mean Square Error
rmsle	Root Mean Squared Log Error
rmsle.default	Root Mean Squared Log Error
rmsle.gbm	Root Mean Squared Log Error
rmsle.glm	Root Mean Squared Log Error
rmsle.glmerMod	Root Mean Squared Log Error
rmsle.lm	Root Mean Squared Log Error
rmsle.randomForest	Root Mean Squared Log Error
rmsle.rpart	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