5. Baseline¶
5.1. Classifier¶
import numpy as np
from sklearn.dummy import DummyClassifier
dummy_clf = DummyClassifier(strategy="most_frequent")
dummy_clf.fit(X_train, y_train)
dummy_clf.predict(X_test)
dummy_clf.score(X_test, y_test)
5.2. Regressor¶
import numpy as np
from sklearn.dummy import DummyRegressor
dummy_regr = DummyRegressor(strategy="mean")
dummy_regr.fit(X_train, y_train)
dummy_regr.predict(X_test)
dummy_regr.score(X_test, y_test)