Add information about the K-Means parameters that are ignored when estimate k is set to True

[exalate-issue-sync]

In H2O-3, when "estimate_k" which, when set to true in the K-Means algorithm the "init" parameter is ignored, as the algorithm will determine the initial cluster centers on its own.

Reference:

[+https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/k-means.html#estimating-k-in-k-means+|https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/k-means.html#estimating-k-in-k-means]

[https://github.com/h2oai/h2o-3/blob/rel-zygmund/h2o-algos/src/main/java/hex/kmeans/KMeans.java#L87|https://github.com/h2oai/h2o-3/blob/rel-zygmund/h2o-algos/src/main/java/hex/kmeans/KMeans.java#L87|smart-link]

Can we please add this info to our docs.

cc: [~accountid:557058:24e3859e-abf7-4fba-bba9-b2c3b04ad5ed]

[wendycwong]

Completed

[h2o-ops]

JIRA Issue Details

Jira Issue: PUBDEV-8966
Assignee: hannah.tillman
Reporter: Narasimha Durgam
State: Resolved
Fix Version: 3.40.0.1
Attachments: N/A
Development PRs: Available

[h2o-ops]

Linked PRs from JIRA

#6473