split_data
data.split_data(X, y, holdout_size=0.2, random_seed=None)
Split the data into train and test sets.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
X |
ndarray |
The feature data to be split. A 2D array with shape (n_samples, 1). |
required |
y |
ndarray |
The target data to be split. A 1D array with shape (n_samples,). |
required |
holdout_size |
float |
The proportion of the data to be used as the test set. | 0.2 |
random_seed |
int |
Seed to control randomness. | None |
Returns
| Type | Description |
|---|---|
tuple |
The split train and test data: (X_train, X_test, y_train, y_test). |