Email Spam Detection using Mutlinomial Naive Bayes with accuracy of 98.8% 1 is for Yes 0 is for No using Count Vectorizer we can convert string to document-term matrix. clf = Pipeline([ ('vec',CountVectorizer()), ('nb',MultinomialNB()) ])