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Table 6 Performance comparison of models: DASSI, Splice2Deep and ASP-SVM

From: DASSI: differential architecture search for splice identification from DNA sequences

   DSS1 DSS2
   ASP-SVM DASSI Splice2Deep DASSI
Site Species AUC Accuracy AUC Accuracy AUC Accuracy AUC Accuracy
Acceptor Homo Sapiens 97.86 - 98.22 94.56 98.69 96.91 98.98 95.48
  Arabidopsis thaliana 99.43 - 99.57 97.33 98.31 95.21 97.78 93.78
  Caenorhabditis elegans 99.80 - 99.73 98.18 99.49 98.08 98.42 95.3
  Drosophila melanogaster 99.12 - 99.12 96.57 98.16 94.07 97.78 93.41
Donor Homo Sapiens 98.63 - 98.7 95.8 99.1 97.38 98 93.33
  Arabidopsis thaliana 99.68 - 99.76 98.24 98.69 95.59 95.51 90.3
  Caenorhabditis elegans 99.82 - 99.8 98.24 99.48 97.68 96.49 92.18
  Drosophila melanogaster 99.51 - 99.44 96.81 99.56 90.52 95.03 88.91
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