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python
3 years ago
246 B
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X_hate = X[Y==1]
X_non_hate = X[Y==0]
self.hate_word_prob = (np.sum(X_hate, axis=0)+1)/np.sum(np.sum(X_hate, axis=0))
self.non_hate_word_prob = (np.sum(X_non_hate, axis=0)+1)/np.sum(np.sum(X_non_hate, axis=0))