Scikit NLP SGDClassifier (modified huber) giving 100% confidence prediction which is wrong

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I am using TfidfVectorizer and SGDClassifier to classify the text into categories (Sport, Business etc) like below:

text_clf = Pipeline([
      (\'tfidf\', Tf


                      
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