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Table 3 Evaluation scenarios applied to each type of data.

From: On the selection of appropriate distances for gene expression data clustering

 

Data Type

Evaluation Scenario

Cancer Sample

Gene Time-Series

Fixed # of Clusters

✓

-

Variable # of Clusters

✓

-

Estimated # of Clusters

✓

✓

Robustness to Noise

✓

-