Adult Income Analysis 📈

Prediction whether income exceeds $50K/yr based on census data.
I collected the data from the UCI Machine Learning repository.

Classification Models Used:

Decision Tree
Linear Regression as a classifier
Logistic Regression
Random Forests
k-Nearest Neighbours
Support Vector Machine

This picture showing feature importance in income prediction

ROC Curve of my models:

With Column Transformer: