Predict Adult Income

July 27, 2021
goal of this experiment is to predict whether an individual has income less then or equal to 50k or more than 50k.
In this experiment , the sample data used is Adult census income Binary. Selected all the columns except for , work-class and Occupation , as they have around 1800 missing values and Normalized the data which are numerical. Used Two Class Boosted Decision Tree after experimenting with all other similar alogrithm, to get the best accuracy of 86.67%. Used web service setup to end test the model.