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Table 8 Statistics about the predictions made by the base kNN classifiers and their label similarity-incorporated versions for the genes in Mnainmeh and Rosetta data sets not covered in the cross-validation experiments, and how many of these predictions could be validated based on the annotations added to the GO database between February–September 2008.

From: Incorporating functional inter-relationships into protein function prediction algorithms

Dataset # Test genes ## Validated predictions Median of ranks in label similarity kNN Median of ranks in base kNN P-value
Mnaimneh 1621 1003 497 637 0.0047
Rosetta 1609 998 509 560 0.319