https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q1-toyotacorolla

Consider only the below columns and prepare a prediction model for predicting Price.
https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q1-toyotacorolla

data-science machine-learning multilinear-regression python

Last synced: 2 days ago
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Consider only the below columns and prepare a prediction model for predicting Price.

• Host: GitHub
• URL: https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q1-toyotacorolla
• Owner: Gandhasiri-Rahul-Mohan
• Created: 2022-12-27T07:28:49.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2022-12-28T04:15:58.000Z (almost 2 years ago)
• Last Synced: 2023-08-16T19:50:56.088Z (over 1 year ago)
• Topics: data-science, machine-learning, multilinear-regression, python
• Language: Python
• Homepage:
• Size: 50.8 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Multi-Linear-Regression-Q1-ToyotaCorolla

Consider only the below columns and prepare a prediction model for predicting Price. 

Corolla<-Corolla[c("Price","Age_08_04","KM","HP","cc","Doors","Gears","Quarterly_Tax","Weight")]

Model -- model of the car

Price  -- Offer Price in EUROs	

Age_08_04 -- Age in months as in August 2004	

Mfg_Month -- Manufacturing month (1-12)	

Mfg_Year	-- Manufacturing Year

KM -- Accumulated Kilometers on odometer

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

HP -- Horse Power

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

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

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

cc -- Cylinder Volume in cubic centimeters

Doors -- Number of doors

Cylinders	-- Number of cylinders

Gears -- Number of gear positions

Quarterly_Tax -- Quarterly road tax in EUROs

Weight -- Weight in Kilograms

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

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

Guarantee_Period -- 	Guarantee period in months

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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