lochan-eda / User Guide / Train / Test

Train / Test Workflow

Fit preprocessing on training data and reuse it when transforming other data.

Fit

eda.fit(X_train)

X_train = eda.transform(X_train)
X_test = eda.transform(X_test)

For the common workflow, prepare() provides a single entry point.

X_train, X_test, y_train, y_test = eda.prepare(
    df,
    target="target"
)