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. 2010 Jul 1;11:364. doi: 10.1186/1471-2105-11-364

Table 5.

Classification performance of the random forest on domains consisting of four, five and six SSEs in ten-fold cross-validation.

Shared SCOP Level 4SSEs 5SSEs 6SSEs

Accuracy = 98% Accuracy = 98% Accuracy = 97%

Pre Rec MCC Pre Rec MCC Pre Rec MCC
Class 0.99 0.99 0.92 0.98 1.00 0.89 0.97 1.00 0.85
Fold 0.96 0.83 0.89 1.00 0.69 0.82 0.95 0.51 0.70
Super-family 0.88 0.69 0.78 0.98 0.65 0.79 0.95 0.57 0.74
Family 0.98 0.92 0.95 0.98 0.92 0.94 0.98 0.84 0.90

Classification performance of the random forest on domains consisting of four, five and six SSEs in ten-fold cross-validation. Pre = Precision, Rec = Recall and MCC = Matthew's correlation coefficient.