Regression Case Study

Cleaning the data

• Get model base price
• Age of machine
• Give rank to each of the states
• Get dummy data
  • Drive_system
  • Hydraulics
  • Enclosure

Feature Importances

Scores

• Linear Regression
  • Score: ~1
• Random Forest Regression
  • Score: ~0.31