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Table 8 Performance comparison of DASSI and ASP for transfer learning scenario

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

   DSS1 → DSS2
   ASP-SVM DASSI
Site Species AUC Accuracy AUC Accuracy
Acceptor Homo Sapiens 80.09 65.82 98.53 94.81
  Arabidopsis thaliana 79.62 71.10 97.96 94.33
  Caenorhabditis elegans 96.72 93.15 99.16 97
  Drosophila melanogaster 96.96 86.63 98.34 94.53
Donor Homo Sapiens 68.42 60.82 98.65 94.94
  Arabidopsis thaliana 86.94 77.97 98.01 94.63
  Caenorhabditis elegans 84.26 72.63 99.51 97.44
  Drosophila melanogaster 77.98 71.10 98.52 94.32
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