📈 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: