Esempio n. 1
0
 def test_scale(self):
     kND = KNearestDatasets()
     metafeatures = pd.DataFrame([self.anneal, self.krvskp])
     metafeatures, other = kND._scale(metafeatures, self.labor)
     from pandas.util.testing import assert_series_equal
     # Series.equal does not work properly with floats...
     assert_series_equal(metafeatures.iloc[0],
                         pd.Series({"number_of_instances": 0.267919719656,
                                   "number_of_classes": 1,
                                   "number_of_features": 1}))