[Solved] CS360 Assignment 3

Simple Linear Regression (One feature)

1. Implement the linear regression using the (a) Ordinary Least Squares (OLS) Method and (b) Gradient Descent Algorithm

Dataset: Swedish Auto Insurance dataset. Click her e to download

1. You need to split the dataset into train(60%), validation (20%), and test(20%).
2. Print the train, validation, and test accuracy

Multiple Linear Regression

2. Implement the linear regression using the Gradient Descent

Algorithm

Dataset: Boston house pricing dataset.

Hint to load the dataset from sklearn import datasets boston = datasets.load_boston(return_X_y=False)

1. You need to split the dataset into train(60%), validation (20%), and test(20%).
2. Print the train, validation, and test accuracy