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Table 2 TIS prediction performance on experimentally characterized gene starts.

From: Gene prediction in metagenomic fragments based on the SVM algorithm

Methods 870 bp 535 bp
  Total Internal External Total Internal External
MG 96.1% 93.5% 98.5% 96.1% 91.2% 98.8%
MP 95.1% 90.1% 99.8% 95.6% 88.1% 99.7%
GLM 95.0% 91.2% 98.7% 95.4% 89.2% 98.8%
MGM 92.1% 84.3% 99.4% 93.4% 82.5% 99.4%
MGA 90.9% 82.3% 98.9% 92.4% 81.1% 98.6%
FGS 86.2% 72.8% 98.8% 89.4% 72.2% 98.9%
Net 84.3% 78.6% 89.8% 88.0% 72.4% 96.4%
  1. The abbreviations of gene prediction methods are the same as in Table 1. We follow Hyatt et al. [13] to assess the TIS accuracy on both the internal TISs and the external TISs. An internal TIS is a TIS locates inside a fragment, and an external TIS is that exceeds the edge of a fragment. The total means the overall accuracy of both the internal and the external TISs.