View source: R/summaryReport.R
summaryReport | R Documentation |
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)
univariateObject |
A data frame that contains the results of the |
summaryBootstrap |
A list that contains the results of the |
listOfCorrelatedVariables |
A matrix that contains the |
digits |
The number of significant digits to be used in the print function |
performance.table |
A matrix with the tabulated results of the blind test accuracy, sensitivity, specificities, and area under the ROC curve |
coefStats |
A data frame that lists all the model features along with its univariate statistics and bootstrapped coefficients |
cor.varibles |
A matrix that lists all the features that are correlated to the model variables |
Jose G. Tamez-Pena and Antonio Martinez-Torteya
summary.bootstrapValidation_Bin
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