shivam3052 / assignment-linear-regression

Project Name

Assignment - Advanced Regression

Table of Contents

• train.csv
• README.md
• requirements.txt
• Assignment1.ipynb
• Subjective Assignment 2

Conclusions

• The reason for choosing Ridge over Lasso in this case is mainly because Ridge performed better in terms of RMSE and R-squared. A lower RMSE indicates that the Ridge model's predictions are closer to the actual target values, and a higher R-squared suggests that the Ridge model explains more of the variance in the target variable.

Technologies Used

• matplotlib==3.7.2
• numpy==1.25.2
• pandas==2.0.3
• scikit-learn==1.3.0
• scipy==1.11.2
• sklearn==0.0.post7

Acknowledgements

Give credit here.

• This project was inspired by UPGRAD
• Stackoverflow
• Geeksforgeeks

Contact

Created by shivam3052 - feel free to contact me!