[MATH-748] Additional Clustering Algorithms

• Type: New Feature
• Status: Resolved
• Priority: Minor
• Resolution: Won't Fix
• Affects Version/s: 3.1
• Labels: clustering
• Assignee: Unassigned
• Reporter: Thomas Neidhart
• Created: 18/Feb/12 18:16
• Updated: 02/May/14 09:09
• Resolved: 02/May/14 09:09

Description

CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:

• HAC
• Fuzzy K-Means
• SOM
• OPTICS

I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).

Sub-Tasks

• Add DBScan clustering algorithm: Closed
• Add Fuzzy K-Means algorithm: Closed
• Kohonen's SOFM: Closed
• Add HAC clustering algorithm: Resolved
• Add OPTICS clustering algorithm: Resolved