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LucasOliveiraS/sgd-classifier.py

Last active November 13, 2019 14:04
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sgd-classifier.py
from sklearn.linear_model import SGDClassifier
X = np.array([[0,0], [0,1]])
y = np.array([[0], [1]])
clf = SGDClassifier(loss="hinge", penalty="l2")
clf.fit(X, y)
X_new = np.array([[1,0], [1,1]])
y_new = np.array([[1], [0]])
clf.partial_fit(X_new,y_new)
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