Hello This repository contains dataset and python code for classifying a chat message into a question, answer , general statement or admin side statement. This model has been trained on bilingual data of hindi and english language.
Training data is in summer.csv And model code is in sctf.py
Data is self prepared.
Model has been able to achieve more than 90% accuracy by using lstm approach. Other approches like CNN, XGBOOST were not this efficicient
Using the model
Initial model output will display accuracy of each epoch and then it will display final model accuracy
After this you will keep entering the statements which you want to be classified
On typing 'exit' no further input will be taken and then the message classification will be displayed.
Thank You! -Dhruv Sharma