Simple Train-Test Split

Splits input data into a training and a test dataset

Documentation

Splits input data into a training and a test dataset

Configuration:

• test_size

  Size of test data as fraction (< 1) of all data

• stratify

  Stratify data using Y as class labels

Input ports:

Xtable

X

Ytable

Y

Output ports:

X_traintable

X_train

Y_traintable

Y_train

X_testtable

X_test

Y_testtable

Y_test

Definition

Input ports

X

table

X

Y

0 - 1, table

Y

Output ports

X_train

table

X_train

Y_train

table

Y_train

X_test

table

X_test

Y_test

table

Y_test

class node_crossvalidation.CrossVal_SimpleSplit