Exemplos de DirtyFloatCleaner.transform em Python

Exemplo n.º 1

def test_transform_dirty_float():
    dirty = make_dirty_float()
    dfc = DirtyFloatCleaner()
    dfc.fit(dirty)
    res = dfc.transform(dirty)
    # TODO test for new values in test etc
    assert res.shape == (100, 3)
    assert res.a_column_missing.sum() == 9
    assert res.a_column_garbage.sum() == 1
    assert (dfc.get_feature_names() == res.columns).all()

Exemplo n.º 2

Arquivo: test_preprocessing.py Projeto: NicolasHug/dabl

def test_transform_dirty_float():
    dirty = make_dirty_float()
    dfc = DirtyFloatCleaner()
    dfc.fit(dirty)
    res = dfc.transform(dirty)
    # TODO test for new values in test etc
    assert res.shape == (100, 3)
    assert (res.dtypes == float).all()
    assert res.a_column_missing.sum() == 9
    assert res.a_column_garbage.sum() == 1