The Scientific World Journal / 2014 / Article / Tab 6

Research Article

Rule-Based Knowledge Acquisition Method for Promoter Prediction in Human and Drosophila Species

Table 6

Comparisons of training and test accuracies (ACC, %), sensitivity (SN), specificity (SP), and MCC for the DP dataset.

MethodNo. of used features ( , )10-CV DPLIndependent test DPT
ACCSNSPMCC ACCSNSPMCC

SVM-GSD36 (22, 2)95.10.956 0.9460.90289.20.7890.9960.802
SVM-4mer 128 (23, 2−6)96.40.9600.9670.95294.60.9120.9810.830
SVM-RBS31 (27, 1)95.30.9590.9460.90680.50.6120.9960.660
PromHD74 (24, 1)99.30.9960.9900.98697.50.9610.9880.949

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