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Table 5 Comparison of prediction performances between NBA-Palm and CSS-Palm.

From: NBA-Palm: prediction of palmitoylation site implemented in Naïve Bayes algorithm

Program   3-fold cross-validation   Jack-Knife validation
  Cut-off Ac (%) Sn (%) Sp (%) MCC Cut-off Ac (%) Sn (%) Sp (%) MCC
CSS-Palm 4 43.34% 40.84% 100.00% 0.1667 4 87.00% 50.65% 97.62% 0.5946
  2.6 68.75% 67.78% 88.89% 0.2398 2.6 82.94% 82.16% 83.17% 0.5877
  1.5 88.70% 90.66% 44.44% 0.2247 1.5 56.67% 97.12% 44.86% 0.3672
NBA-Palm 0.869 86.61% 40.70% 100.00% 0.5891 0.745 86.66% 50.24% 97.23% 0.5809
  0.359 85.78% 67.90% 91.00% 0.5916 0.406 86.67% 67.46% 92.25% 0.6102
  0.011 60.78% 90.90% 52.00% 0.3630 0.016 56.41% 94.73% 45.28% 0.3475
  1. * Cut-off values of NBA-Palm were chosen for convenience of performance comparison to CSS-Palm.