Assignment 2 #2
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Assignment 2 #2
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What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)
Added code for Assignment 2 to build a pipeline for preprocessing, model training, and evaluation on the Adult dataset.
What did you learn from the changes you have made?
Learned how to combine different data preprocessing steps in a pipeline and evaluate models with multiple metrics.
Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?
not really
Were there any challenges? If so, what issue(s) did you face? How did you overcome it?
Faced warnings on unknown categories; solved it by configuring OneHotEncoder to handle unseen categories.
How were these changes tested?
Tested through cross-validation and final metrics on a test set.
A reference to a related issue in your repository (if applicable)
Checklist