def test_sklearn_18(self):
recon_pipeline = generate_skl_pipeline("ridge.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "RidgeClassifier")
def test_sklearn_19(self):
recon_pipeline = generate_skl_pipeline("lda.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__,
"LinearDiscriminantAnalysis")
def test_sklearn_15(self):
recon_pipeline = generate_skl_pipeline("svr.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "SVR")
def test_sklearn_16(self):
recon_pipeline = generate_skl_pipeline("gnb.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "GaussianNB")
def test_sklearn_13(self):
recon_pipeline = generate_skl_pipeline("rfr.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "RandomForestRegressor")
def test_sklearn_14(self):
recon_pipeline = generate_skl_pipeline("knnr.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "KNeighborsRegressor")
def test_sklearn_11(self):
recon_pipeline = generate_skl_pipeline("dtr_clf.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__,
"DecisionTreeClassifier")
def test_lgbm_01(self):
recon_pipeline = generate_skl_pipeline("lgbmc_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "LGBMClassifier")
def test_sklearn_07(self):
recon_pipeline = generate_skl_pipeline("logisticregression_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "LogisticRegression")
def test_sklearn_08(self):
recon_pipeline = generate_skl_pipeline("sgdclassifier_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "SGDClassifier")
def test_sklearn_05(self):
recon_pipeline = generate_skl_pipeline("dtr_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "DecisionTreeRegressor")
def test_sklearn_04(self):
recon_pipeline = generate_skl_pipeline("gb_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__,
"GradientBoostingClassifier")
def test_sklearn_02(self):
recon_pipeline = generate_skl_pipeline("knn_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "KNeighborsClassifier")
def test_xgboost_04(self):
recon_pipeline = generate_skl_pipeline("xgbr_pmml_preprocess.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "XGBRegressor")
def test_sklearn_12(self):
recon_pipeline = generate_skl_pipeline("gbr.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__,
"GradientBoostingRegressor")
def test_xgboost_01(self):
recon_pipeline = generate_skl_pipeline("xgbc_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "XGBClassifier")
def test_lgbm_02(self):
recon_pipeline = generate_skl_pipeline("lgbmr_pmml.pmml")
model_obj = recon_pipeline.steps[-1][-1]
self.assertEqual(model_obj.__class__.__name__, "LGBMRegressor")
