search

mubaris / urban-robot

Reddit bot :computer: which replies to sarcastic comments :trollface: :trollface:
33 stars 15 forks source link

Propose methods to improve accuracy #3

Open mubaris opened 6 years ago

the-ethan-hunt commented 6 years ago

How about creating a recurrent neural network that uses LSTM sentiment analysis? The NN would generate the comments from previous comments.

mubaris commented 6 years ago

@the-ethan-hunt That's a good idea. But I'm not sure whether it will improve the accuracy. We'll have to try it out anyway.

Right now, we are multiple features to classify, not just sentiment. If you could try a simple RNN, we can see if it will work or not.

kashyap2108 commented 6 years ago

@mubaris I guess we should try to tune the parameters and apply some boosting algorithms to improve the accuracy !!

cromagnonninja commented 6 years ago

Which ensemble algorithms should we use for improving the accuracy? AdaBoost and Gradient Boosting are good starting points IMO.