To write a python program to implement multivariate linear regression and predict the output.
- Hardware – PCs
- Anaconda – Python 3.7 Installation / Moodle-Code Runner
Import pandas as pd
Read the csv
get the value of
Create the linear regression model and fit.
Predict the CO2 emission of a car where the weight is 2300kg, and the volume is 1300cm3.
#Developed by:Mohammed Faizal .J
#RegisterNumber:22003412
import pandas as pd
from sklearn import linear_model
data=pd.read_csv("cars.csv")
x=data[['Weight','Volume']]
y=data['CO2']
regr=linear_model.LinearRegression()
regr.fit(x,y)
print('coefficient: ',regr.coef_)
print('Intercept: ',regr.intercept_)
predictCO2=regr.predict([[3300,1300]])
print('Predicted CO2 fot the corresponding weight and volume',predictCO2)
Thus the multivariate linear regression is implemented and predicted the output using python program.