Forest Cover Classification Project

Below is my model for predicting forest cover type

Link to my project (just click afterward to button in the middle ‘Open in Google Colabotary’)
I created two models , in the second one I wanted to see how model changes if some correlated variables are removed.

Thanks for feedback!