Testing on my dataset

[Bhumika0304]

I have retrained the models and saved each model using joblib to use as prediction for my dataset. I made my dataset according to how you have shown in your github code, but when I am trying to use the model to predict, it shows that my data has more correlation and removed a lot of features as compared to the saved model. So, I am left with just 66 features instead of 220 features used for your model. Can you suggest me some ways to get rid of this issues?