/SMS-spam-detection-using-NLP

SMS spam detection using NLP (NLTK)

Primary LanguagePython

SMS-spam-detection-using-NLTK

SMS spam detection using NLP

This model is created using NLP for predicting spam/ham SMS. Share your comments. Accuracy: 87%

I will add further codes for model improvement i.e. 10 fold CV and Grid Search.

Classification report:

         precision    recall  f1-score   support

      0       0.98      0.86      0.92       955
      1       0.52      0.90      0.66       160

avg / total 0.91 0.87 0.88 1115