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Table 3 Performance of TF classification

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

Target

one-against-all algorithm

ECOC algorithm

 

Success rate

Success rate

basic-TF

35/37 = 94.59%

36/37 = 97.30%

zinc-TF

30/33 = 90.91%

32/33 = 96.97%

helix-TF

34/36 = 94.44%

35/36 = 97.22%

beta-TF

29/32 = 90.63%

32/32 = 100.00%

Overall

128/138 = 92.75%

135/138 = 97.83%

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BMC Bioinformatics

ISSN: 1471-2105

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