create_oosb_sample: The function generates the out-of-sample bootstrap train and...

In rgopikrishnan91/DiscNoise: Framework for Analysis of Impact of Discretization Noise on the Performance and Interpretation of Machine Learning Classifiers

Description

The function generates the out-of-sample bootstrap train and test data A function to compute Area Under the ROC-CURVE

Usage

create_oosb_sample(data, boot_size, seed = TRUE)

Arguments

data	must be a object of type data.frame, with the continuous dependent variable
boot_size	a numeric value. It specifies the number of bootstrap iterations to be used in the framework.
seed	a logical value indicating if the experiment needs to repetable or random. Defaults to TRUE

Value

a list containing train and test data for all specified boot_Size iterations

rgopikrishnan91/DiscNoise documentation built on May 6, 2019, 6:59 p.m.