An exclusive raffle opportunity for active members like you! Complete your profile, answer questions and get your first accepted badge to enter the raffle.
The performance result of text mining model is 79% accuracy model by naive bayes and 83% by SVM (Linear). Is this a god model?
If not can someone please help me to how to improve it. Thank you. A fast response will be appreciated.
Hi @lambamanika07,
To improve the performances of your model, you can optimize it using the Optimize Parameters operator and /or
try to train other predictive models.
Pavithra_Rao : Automatic model selection and optimization .
This tool (to adapt to your own project) select the best model among several optimized models.
And to conclude and to answer to your question "Is this a god model?", I would quote Albert Einstein : "All is relative..."
I hope it will be helpful.
Regards,
Lionel
IF those are your initial results, then I'd say you have a very good model to start with. I would do what @lionelderkrikor suggests and try optimization. You might even want to try some enesmbling methods, like Voting or Stacking to combine the SVM and NB.