Skip to main content

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%