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LCR | Assignment 3 #183

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LCR | Assignment 3 #183

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@troniak troniak commented Jan 27, 2025

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

Analyis notebook with the Iris dataset.

What did you learn from the changes you have made?

I learned that there is a relatively large spread of values for the petal width feature.

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

Instead of the Elbow Method I thought about using the Silhouette Score in determining the optimal number of clusters.

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

I had to do some research into bootstrapping and what it means to have a high variability in the sample means.

How were these changes tested?

Using the supplied dataset

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

Checklist

  • I can confirm that my changes are working as intended

@troniak troniak closed this Jan 27, 2025
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