NLP, Classification, Data Science, Data Science Projects.
at the train set, we notice that the number of non-toxic and toxic comments is highly unbalanced : # Let's define target, which is the classification made by humantarget = train_data[['toxic', 'severe_toxic', 'obscene', 'threat','insult', 'identity_hate']] target = np.array(target) #transform