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Table 4 The predictive accuracy and MCC on the third level of EC hierarchy for AM-SVM and SVMHL.

From: Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context

Family name AM-SVM SVMHL
  Accuracy(%) MCC Accuracy(%) MCC
EC 1 : Oxidoreductases 96.2 ± 4.4 0.96 ± 3.2% 98.3 ± 4.6 0.98±2.4%
EC 2 : Transferases 89.2 ± 9.8 0.91 ± 10.1% 92.1±9.7 0.92±9.5%
EC 3 : Hydrolases 78.9 ± 5.2 0.81 ± 9.7% 81.7±4.9 0.81±8.9%
EC 4 : Lyases 95.6 ± 7.1 0.94 ± 3.4% 96.7±6.7 0.97±2.9%
EC 5 : Isomerase 78.8 ± 4.1 0.89 ± 3.1% 81.3±3.4 0.91±2.7%
EC 6 : Ligases 84.5 ± 7.1 0.87 ± 8.4% 86.4±6.4 0.91±8.7%