Table 1 Attributes of four clustering algorithms
From: Semi-supervised consensus clustering for gene expression data analysis
Clustering | Type | Base | Final | Consensus | Using prior |
|---|---|---|---|---|---|
algorithms | Â | clustering | clustering | function | knowledge |
k-means | Simple clustering | k-means | - | - | No |
LCE | Consensus clustering | k-means | SC | HBGF | No |
SSC | Semi-supervised clustering | SC | - | - | Yes |
SSCC | Semi-supervised consensus clustering | SSC | SC | HBGF | Yes |