This function takes the variables of the cross-validation analysis and extracts the results from the univariate and correlation analyses. Then, it prints the cross-validation results, the univariate analysis results, and the correlated variables. As output, it returns a list of each one of these results.
summaryReport(univariateObject,
summaryBootstrap,
listOfCorrelatedVariables = NULL,
digits = 2)A data frame that contains the results of the univariateRankVariables function
A list that contains the results of the summary.bootstrapValidation_Bin function
A matrix that contains the correlated.variables value from the results obtained with the listTopCorrelatedVariables function
The number of significant digits to be used in the print function
A matrix with the tabulated results of the blind test accuracy, sensitivity, specificities, and area under the ROC curve
A data frame that lists all the model features along with its univariate statistics and bootstrapped coefficients
A matrix that lists all the features that are correlated to the model variables