Sklearn AdaBoostClassifier

1 개요

sklearn.ensemble.AdaBoostClassifier

from sklearn.ensemble import AdaBoostClassifier
from sklearn.datasets import make_classification
X, y = make_classification(n_samples=1000, n_features=4,
                           n_informative=2, n_redundant=0,
                           random_state=0, shuffle=False)
clf = AdaBoostClassifier(n_estimators=100, random_state=0)
clf.fit(X, y)

clf.predict([[0, 0, 0, 0]])

clf.score(X, y)

2 같이 보기

• AdaBoost
• sklearn AdaBoostRegressor
• sklearn 앙상블 방법

3 참고

• https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html