Multiple Regression

Multiple Regression

Multiple regression is like linear regression, but with more than one independent value, meaning that we try to predict a value based on two or more variables.

Multiple Regression Example

import pandas as pd
from sklearn import linear_model

df = pd.read_csv('data.csv')

X = df[['Weight', 'Volume']]
y = df['CO2']

regr = linear_model.LinearRegression()
regr.fit(X, y)

predictedCO2 = regr.predict([[2300, 1300]])
print(predictedCO2)