From: Incremental genetic K-means algorithm and its application in gene expression data analysis
 | K-means | GKA | FGKA | IGKA | Hybrid |
---|---|---|---|---|---|
Time | Fastest | Slow | Good when the mutation | Good when the mutation | Good |
Performance | Â | Â | probability is large | probability is small | Â |
Convergence | Worse | Good | Good | Good | Good |
Stability | Unstable | Stable | Stable | Stable | Stable |