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Table 2 cross-validated performance of FAM and SVM, averaged over all 369 GO functions. For each of the four C-V folds, the other three folds are used to train FAM and SVM. The performance metrics listed are averaged over all 369 GO functions.

From: A factor analysis model for functional genomics

CV Fold Sensitivity10% Specificity10% AUC
  FAM SVM FAM SVM FAM SVM
1 0.503 0.501 0.905 0.905 0.784 0.783
2 0.482 0.480 0.905 0.905 0.769 0.773
3 0.518 0.509 0.905 0.905 0.797 0.791
4 0.485 0.478 0.905 0.905 0.769 0.764
mean 0.497 0.492 0.905 0.905 0.780 0.778