Evaluation Metrics for Customer Scoring Models Depending on Binary Classifiers


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Documentation for package ‘CustomerScoringMetrics’ version 1.0.0

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checkDepVector Perform check on the true class label vector
confMatrixMetrics Obtain several metrics based on the confusion matrix
cumGainsChart Plot a cumulative gains chart
cumGainsTable Calculates cumulative gains table
cutoffSensitivityPlot Plot a sensitivity plot for cutoff values
dynAccuracy Calculate accuracy
dynConfMatrix Calculate a confusion matrix
expMisclassCost Calculate expected misclassification cost
liftChart Generate a lift chart
liftIndex Calculate lift index
liftTable Calculate lift table
misclassCost Calculate misclassification cost
response response data
topDecileLift Calculate top-decile lift