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Table 11 Experimental results using six existing TIS predictors on our transcript collections

From: Representative transcript sets for evaluating a translational initiation sites predictor

Data Set Approach Sn Sp AA OA
H. sap. NetStart 83.59% 69.35% 76.47% 70.00%
  TISHunter 94.99% 99.79% 97.39% 99.57%
  CUB 80.14% 99.04% 89.54% 98.17%
  StartScan 96.72% 61.29% 79.01% 62.92%
  GENSCAN 79.02% 99.11% 89.07% 98.19%
  GlimmerHMM 68.29% 98.39% 83.34% 96.94%
M. mus. NetStart 83.43% 68.00% 75.71% 68.70%
  TISHunter 70.42% 98.76% 84.59% 97.48%
  CUB 79.11% 99.01% 89.06% 98.11%
  GENSCAN 84.07% 99.35% 91.71% 98.66%
C. ele. CUB 81.30% 99.28% 90.29% 98.62%
D. mel. CUB 83.65% 99.19% 91.42% 98.45%
C. ele. II CUB 79.99% 99.19% 89.59% 98.45%
  1. Four metrics are employed in our experiments: sensitivity (Sn), specificity (Sp), adjusted accuracy (AA) and overall accuracy (OA).
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