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python

2 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))