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Table 2 The result ( PR’ ) of 10-folds cross-validation on the reference set

From: In Silicotarget fishing: addressing a “Big Data” problem by ligand-based similarity rankings with data fusion

 

Max

3NN

5NN

Centroid

SEA

SEA*

Mean

0.927

0.950

0.947

0.228

0.628

0.717

S.E.

0.002

0.002

0.002

0.002

0.001

0.001

  1. *Only the targets containing more than 100 reference ligands were considered in the validation.
  2. PR’ is given by the averaged precision values PR i from the ranking places 1 to m. Here, m for a query ligand is the number of its interacting targets.