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amankharwal/bernoulli2.py Secret

Created July 27, 2021 07:30
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bernoulli2.py
x = np.array(data["message"])
y = np.array(data["class"])
cv = CountVectorizer()
x = cv.fit_transform(x)
xtrain, xtest, ytrain, ytest = train_test_split(x, y, test_size=0.33, random_state=42)
model = BernoulliNB(binarize=0.0)
model.fit(xtrain, ytrain)
print(model.score(xtest, ytest))
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