Python BitmapDataset.grow_rule_inductive Examples

Example #1

File: bitmap_dataset_tests.py Project: Apokrbk/rule_classifier

 def test_grow_rule_4(self):
     df = pd.read_csv('tests/test_files/mushroom.csv',
                      encoding='utf-8',
                      delimiter=';')
     ds = BitmapDataset(0, df)
     rule = ds.grow_rule_inductive()
     rule = ds.make_rule(rule)
     self.assertEqual("a5 in ['c', 'f', 'm', 'p', 's', 'y']",
                      rule.to_string())

Example #2

File: bitmap_dataset_tests.py Project: Apokrbk/rule_classifier

 def test_grow_rule_3(self):
     df = pd.read_csv('tests/test_files/testfile_4.csv',
                      encoding='utf-8',
                      delimiter=';')
     ds = BitmapDataset(0, df)
     rule = ds.grow_rule_inductive()
     rule = ds.make_rule(rule)
     self.assertEqual("Sex in ['Female'] and Age in [4, 5, 6, 7, 8, 9]",
                      rule.to_string())