train_test_split: Splitting data in training and test set

In bioinfo00/xnnet0: Explainable neural network classification

Description

This function splits a dataset X and corresponding labels y into a training and test set

Usage

train_test_split(X, y, training_fraction = 0.7, rnd_seed = 666)

Arguments

X	matrix with samples as rows and genes as features
y	binary label for each sample in X
training_fraction	fraction of data for training
rnd_seed	random seed for reproducible results

Value

A list containing (X_train, y_train, X_test, y_test).

Examples

data("GSE37250") #load Tubercolosis dataset
GSE37250_split = train_test_split(GSE37250$X, GSE37250$y)

bioinfo00/xnnet0 documentation built on Sept. 16, 2020, 8:22 a.m.