def test_with_hyperopt(self):
from lale.lib.lale import Hyperopt
from lale.lib.sklearn import BaggingClassifier
clf = BaggingClassifier(base_estimator=LogisticRegression())
trained = clf.auto_configure(self.X_train, self.y_train, Hyperopt, max_evals=1)
print(trained.to_json())
def test_pipeline_with_hyperopt(self):
from lale.lib.sklearn import BaggingClassifier
from lale.lib.lale import Hyperopt
clf = BaggingClassifier(base_estimator=PCA() >> LogisticRegression())
trained = clf.auto_configure(self.X_train,
self.y_train,
Hyperopt,
max_evals=1)