[SERVER-54784] Add support for k-means clustering Created: 25/Feb/21  Updated: 06/Dec/22

Status: Backlog
Project: Core Server
Component/s: None
Affects Version/s: None
Fix Version/s: None

Type: New Feature Priority: Trivial - P5
Reporter: Bora Beran (Inactive) Assignee: Backlog - Query Optimization
Resolution: Unresolved Votes: 0
Labels: machine-learning
Remaining Estimate: Not Specified
Time Spent: Not Specified
Original Estimate: Not Specified

Assigned Teams:
Query Optimization
Participants:

 Description   

Description

K-means is an unsupervised machine learning method to split data into K groups in which each observation belongs to the groups with the nearest mean hence can serve as a representative member of the group.

Expected Deliverable

A k-means pipeline operator. Details (the algorithm e.g. Lloyd's vs Hartigan-Wong, initialization options, additional metrics to be returned: SSB, SSW etc.) to be specified during spec'ing. 

Expected Teams Impacted

Server-Query


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