Simple Train-Test Split¶

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
Inputs:	X : table X Y : table Y
Outputs:	X_train : table X_train Y_train : table Y_train X_test : table X_test Y_test : table Y_test

Ports:

Inputs:

X:
table

X

Y:
table

Y

Outputs:

X_train:
table

X_train

Y_train:
table

Y_train

X_test:
table

X_test

Y_test:
table

Y_test

Configuration:

test_size

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

stratify

Stratify data using Y as class labels