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: