Day 22 of 100 Days of AI

I’m almost done with the honors assignments and today I went through a logistic regression model exercise. The code is on Github.

I used ChatGPT to help me write out the code for the visualizations. Here’s one I found particularly helpful. It shows the top 10 coefficients (aka features) that are most impactful on the model. Overall this model also had over 80% accuracy on predicting rain for the next day.

Update on where I am with the honors labs:

1. Linear Regression – completed.
2. KNN – completed
3. Decision Trees – completed
4. Logistic Regression – completed
5. SVM – to do