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

added code to jupyter notebook assignment 1 file to complete assignment

What did you learn from the changes you have made?

learned implementation of a KNN classifier model, including data review, splitting, parameter tuning, and model evaluation

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

no, followed the workflow as laid out in the assignment

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

no major challenges

How were these changes tested?

all code was developed and tested in VSCode

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

Checklist

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

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