Assignment 2

[monzchan]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

edit python code to analyze Caravan dataset

What did you learn from the changes you have made?

Python code for categorical model, and some important concepts about the model.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

N/A

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

Interpreting the data. The high overall accuracy rate of the model does not seem to result in high accuracy of prediction of true Yes value. I generated the confusion table and found that the dataset was highly imbalanaced in terms of class distribution.

How were these changes tested?

N/A

A reference to a related issue in your repository (if applicable)

Checklist

• [ V ] I can confirm that my changes are working as intended

[ananyajha2000]

A2 marked as completed