watex.utils.split_train_test

watex.utils.split_train_test(df, test_ratio)

A naive dataset split into train and test sets from a ratio and return a shuffled train set and test set.

Parameters:

• df – a dataframe containing features

• test_ratio – a ratio for test set batch. test_ratio is ranged between 0 to 1. Default is 20%.

Returns:

a tuple of train set and test set.