[SPARK-28914] GMM Returning Clusters With Equal Probability - ASF JIRA

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Type: Sub-task
Status: Resolved
Priority: Major
Resolution: Incomplete
Affects Version/s: 2.4.3
Fix Version/s: None
Component/s: MLlib
Labels:
- bulk-closed
Environment:

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https://gist.github.com/sharmanirek/172c9408e8393462ae54dfae83764413

Test Data & notebook:

https://drive.google.com/open?id=1YEBsUJv9p2XaTQzsKI9GxLKVD7oe1tan

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https://gist.github.com/sharmanirek/172c9408e8393462ae54dfae83764413 Test Data & notebook: https://drive.google.com/open?id=1YEBsUJv9p2XaTQzsKI9GxLKVD7oe1tan

Description

Fitting and Transforming with a GMM yields all categories with equal probability. See the below gist demonstrating the code to reproduce the problem.

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Assignee:: Unassigned

Reporter:: Nirek Sharma

Votes:: 0 Vote for this issue

Watchers:: 1 Start watching this issue

Dates

Created:: 29/Aug/19 15:14

Updated:: 25/May/21 01:52

Resolved:: 25/May/21 01:41

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GMM Returning Clusters With Equal Probability

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