Working on the main python file .

[rishi-kai]

I am in the interest of using regression analysis for this project . Any help on how to do so would be grateful .

[serenchi-oz]

hey , i wanted to add the following things in the file :

• Data Preprocessing: Ensure that the data is clean and properly preprocessed. This includes handling missing values, encoding categorical variables, and scaling numerical features.
• Feature Engineering: Create new features that might help improve the model's performance.
• Model Selection: Use cross-validation to select the best model and hyperparameters.Performance
• Metrics: Add more performance metrics to get a better understanding of the model's performance.
• Code Efficiency: Optimize the code for better readability and efficiency.

[rishi-kai]

okay the additions sounds good , please let me know if any problem arises