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Table 4 Comparison among the BLAST, NNA, and ECOC algorithm

From: The combination approach of SVM and ECOC for powerful identification and classification of transcription factor

Target

BLAST

NNA

ECOC

 

Success rate

Success rate

Success rate

basic-TF

25/37 = 67.57%

34/37 = 91.89%

36/37 = 97.30%

zinc-TF

29/33 = 87.88%

31/33 = 93.94%

32/33 = 96.97%

helix-TF

33/36 = 91.67%

34/36 = 94.44%

35/36 = 97.22%

beta-TF

27/32 = 84.38%

28/32 = 87.50%

32/32 = 100.00%

Overall

114/138 = 82.61%

127/138 = 92.03%

135/138 = 97.83%