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Table 12 Comparison with other TIS prediction tools.

From: Improvement in the prediction of the translation initiation site through balancing methods, inclusion of acquired knowledge and addition of features to sequences of mRNA

Mus musculus
  TP FP TN FN Ac Pr Se Sp Adj
First-ATG 47 61 0 0 43.52 43.52 - - -
NetStart 72 21 113 15 83.71 77.42 82.76 84.33 83.54
TIS Miner 82 15 134 11 89.26 84.54 88.17 89.93 89.05
ATGpr 90 18 155 0 93.15 83.33 - 89.59 -
Our methodology 85 17 73 6 87.29 83.33 93.41 81.11 87.26
Rattus norvegicus
  TP FP TN FN Ac Pr Se Sp Adj
First-ATG 97 30 0 0 76.38 90.65 - - -
NetStart 52 33 64 42 66.49 61.18 55.32 65.98 60.6
TIS Miner 53 73 75 1 63.36 42.40 98.15 50.67 74.71
ATGpr 100 27 78 0 86.83 78.74 - 74.28 -
Our methodology 32 34 52 0 71.19 48.48 - 60.46 -