Constrained Clustering

11 benchmarks0 papers

Split data into groups, taking into account knowledge in the form of constraints on points, groups of points, or clusters.

Benchmarks

Constrained Clustering on OCW

# Correct Groups # Solved Walls Wasserstein Distance (WD)Fowlkes Mallows Score (FMS)Adjusted Rand Index (ARI)Adjusted Mutual Information (AMI)Wasserstein Distance (WD)

Constrained Clustering on Wine

AUBC-ARI (quality)AUBC-ARI (similarity)

Constrained Clustering on iris

AUBC-ARI (quality)AUBC-ARI (similarity)