The Scientific World Journal / 2014 / Article / Tab 5

Research Article

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

Table 5

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

MethodNo. of used features ( , )10-CV HPLIndependent test HPT
ACCSNSPMCCACCSNSPMCC

SVM-GSD36 (28, 2−2)97.40.9720.9760.94993.60.9300.9410.872
SVM-4mer 128 (23, 2−3)94.2 0.9490.9360.88591.0 0.9530.8670.823
SVM-RBS82 (27, 2−5)96.00.9640.9560.92091.90.8850.9620.840
PromHD99 (27, 2−5)98.9 0.9790.9790.97996.40.9670.9600.927

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