Maximum Percentage that can be achieved with MultinomialNB?

#1

I got 76% with my self written NB.Can you tell me what is the achievable value?

#2

Hey @fguglani,
Accuracy always depends on few things.

  1. Data Preprocessing
  2. Features Selected
  3. Model Building
    etc etc

If you use naive bayes 85-86 is the max accuracy you will be able to achieve as far as i know (there is always scope for improvement)
I used NeuralNets and got 90% accuracy, and with proper hyper parameter tuning in neuralnets, hopefully you will be able to achieve around 92.
So, you can try some hyperparamer tuning or a different model

Hope this helps !
Please mark the doubt as resolved in your doubts section ! :+1:
Happy Learning :slight_smile: