dice-group / sask

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Chatbot wekatrainer #52

Closed divyasrinivasan1986 closed 6 years ago

divyasrinivasan1986 commented 6 years ago

-Intent classification using ML . SVM classifier with bag of words model that currently classifies with 81 % accuracy.

divyasrinivasan1986 commented 6 years ago

@guru5590 these changes have been made. I have removed Classifier class since its no longer required. Classpath changes are also made. Please check.

guruprasads7 commented 6 years ago

@divyasrinivasan1986 , thanks for making the changes. From my side, I'll accept this pull request.

But we should defnitely look at improving the model. For instance, using stop word removal, removing the skewing based on the number of occurrences of the same word. Also, if possible consider the using the POS tagging of words for better classification along with the SVM classifier.