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. 2006 Jan 14;7:20. doi: 10.1186/1471-2105-7-20

Table 3.

Results of jackknife test

Dataset Algorithm Rate of correct prediction for each class Overall rate of accuracy

All-α All-β α/β α+β
277 domains Component coupled 84.3% 82.0% 81.5% 67.7% 79.1%
Neural network 68.6% 85.2% 86.4% 56.9% 74.7%
SVM 74.3% 82.0% 87.7% 72.3% 79.4%
Rough Sets 77.1% 77.0% 93.8% 66.2% 79.4%

498 domains Component coupled 93.5% 88.9% 90.4% 84.5% 89.2%
Neural network 86.0% 96.0% 88.2% 86.0% 89.2%
SVM 88.8% 95.2% 96.3% 91.5% 93.2%
Rough Sets 87.9% 91.3% 97.1% 86.0% 90.8%