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Clustering improvement needs #35

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rileyhales opened this issue Sep 10, 2022 · 0 comments

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rileyhales commented Sep 10, 2022

Faster run times - MiniBatchKMeans with lots of initializations? Standard Kmeans?

More figures

plots of just cluster centers. grid of subplots, 1 per num clusters iteration. plot centers of all clusters on the subplot
silhouettes
inertia figure with knee labeled
inertia and silhouette score on the same figure with separate y-axes

Compartmentalize plotting and summarizing functions so they can be run individually

Training data should be FDC from 0-100 in 2.5% increments -> 41 total points, round values to 3 decimals

rileyhales mentioned this issue

Enhance clustering #34

Merged

rileyhales closed this as completed

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