StackingEnsembleLearning.py

from sklearn.neighbors import KNeighborsClassifier
from sklearn.tree import DecisionTreeClassifier
from sklearn.svm import SVC
from sklearn.linear_model import LogisticRegression
from sklearn.ensemble import StackingClassifier

base_learners = [
                 ('l1', KNeighborsClassifier()),
                 ('l2', DecisionTreeClassifier()),
                 ('l3',SVC(gamma=2, C=1)))
                ]
model = StackingClassifier(estimators=base_learners, final_estimator=LogisticRegression(),cv=5)
model.fit(X_train, y_train)