Worked entire day on an ML to predict train ticket status for Indian Railways.

While doing the analysis of the data, and trying to check/research which parameters to use and which not, I'm feeling like racist -_-.

I was looking for busy period of the year(read festive seasons) and I removed those festivals which are celebrated by minor groups.
There's more to it, but the results are better now.