create_predictions: Create synthetic data

In learn-ensemble/R-SUMMA:

Description

This function creates a synthetic data set as well as the actual labels

Usage

create_predictions(nsamples, nclassifiers, prevelance, type)

Arguments

nsamples	A number representing the number of samples
nclassifiers	A number representing the number of classifiers
prevelance	A number representing the percentage of positive samples
type	A character either "binary" or "rank"

Value

A list where the first element is the prediction matrix and the second element is actual labels

Examples

data_binary=create_predictions(100,20,0.4,"binary")
data_rank=create_predictions(100,20,0.7,"rank")

learn-ensemble/R-SUMMA documentation built on Nov. 13, 2019, 12:34 a.m.