Skip to content

Prediction model for price prediction by Multiple Linear Regression

Notifications You must be signed in to change notification settings

atwyburde/Toyota-Corolla-Analysis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Multiple-Linear-Regression-Toyota-Corolla-

Dataset Desription -

  1. Model -- model of the car

  2. Price -- Offer Price in EUROs

  3. Age_08_04 -- Age in months as in August 2004

  4. Mfg_Month -- Manufacturing month (1-12)

  5. Mfg_Year -- Manufacturing Year

  6. KM -- Accumulated Kilometers on odometer

  7. Fuel_Type -- Fuel Type (Petrol, Diesel, CNG)

  8. HP -- Horse Power

  9. Met_Color -- Metallic Color? (Yes=1, No=0)

  10. Color -- Color (Blue, Red, Grey, Silver, Black, etc.)

  11. Automatic -- Automatic ( (Yes=1, No=0)

  12. cc -- Cylinder Volume in cubic centimeters

  13. Doors -- Number of doors

  14. Cylinders -- Number of cylinders

  15. Gears -- Number of gear positions

  16. Quarterly_Tax -- Quarterly road tax in EUROs

  17. Weight -- Weight in Kilograms

  18. Mfr_Guarantee -- Within Manufacturer's Guarantee period (Yes=1, No=0)

  19. BOVAG_Guarantee -- BOVAG (Dutch dealer network) Guarantee (Yes=1, No=0)

  20. Guarantee_Period -- Guarantee period in months

  21. ABS -- Anti-Lock Brake System (Yes=1, No=0)

  22. Airbag_1 -- Driver_Airbag (Yes=1, No=0)

  23. Airbag_2 -- Passenger Airbag (Yes=1, No=0)

  24. Airco -- Airconditioning (Yes=1, No=0)

  25. Automatic_airco -- Automatic Airconditioning (Yes=1, No=0)

  26. Boardcomputer -- Boardcomputer (Yes=1, No=0)

  27. CD_Player -- CD Player (Yes=1, No=0)

  28. Central_Lock -- Central Lock (Yes=1, No=0)

  29. Powered_Windows -- Powered Windows (Yes=1, No=0)

  30. Power_Steering -- Power Steering (Yes=1, No=0)

  31. Radio -- Radio (Yes=1, No=0)

  32. Mistlamps -- Mistlamps (Yes=1, No=0)

  33. Sport_Model -- Sport Model (Yes=1, No=0)

  34. Backseat_Divider -- Backseat Divider (Yes=1, No=0)

  35. Metallic_Rim --Metallic Rim (Yes=1, No=0)

  36. Radio_cassette -- Radio Cassette (Yes=1, No=0)

  37. Tow_Bar -- Tow Bar (Yes=1, No=0)