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Table 2 Training the SVM: grid search for best penalty parameter c

From: Caipirini: using gene sets to rank literature

X C = 2^x Further neighborhood search (C tested also for)
-3.0 0.125 0.05, 0.1, 0.15
-2.0 0.25 0.15, 0.2, 0.3, 0.35
-1.0 0.5 0.3, 0.4, 0.6, 0.7
0.0 1.0 0.75, 1.25, 1.5
1.0 2.0 1.5, 2.5, 3.0
2.0 4.0 3.0, 3.5, 4.5, 5.0, 6.0
3.0 8.0 6.0, 7.0, 9.0, 10.0, 11.0
4.0 16.0 11.0, 12.0, 13.0, 14.0, 15.0