Evaluation Metrics for Customer Scoring Models Depending on Binary Classifiers

[Up] [Top]

Documentation for package ‘CustomerScoringMetrics’ version 1.0.0

Help Pages

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