The objective of this challenge is to build a machine learning model to predict if individuals across Africa and around the world use mobile or internet banking., have a look on Zindi.
This Repository contains an Unofficial Winning Solution Code for this Challenge . Enjoy !
Solution Code Pipeline :
1. Data Processing :
1.1 Remove Columns with more than 80% Nans
1.2 Fillna FQ Features with -1
1.3 Fillna Age With Mean Age .
2. Modeling :
I trained an LGBM Model on each region separately so this will help our model to generalize well