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

Table 2.

Results of self-consistency 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 95.7% 93.4% 95.1% 92.3% 94.2%
Neural network 98.6% 93.4% 96.3% 84.6% 93.5%
SVM 100% 100% 100% 100% 100%
Rough Sets 100% 100% 100% 100% 100%

498 domains Component coupled 95.8% 95.2% 94.9% 95.4% 95.8%
Neural network 100% 98.4% 96.3% 84.5% 94.6%
SVM 100% 100% 100% 100% 100%
Rough Sets 100% 100% 100% 100% 100%