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Table 3 Summary of the results obtained by the selected modeling approach (i.e., ANN with 9 neurones in the hidden layer) on both validation and test conditions.

From: Computational prediction of inter-species relationships through omics data analysis and machine learning

DataSet Accuracy F-Score Sensitivity Specificity
  Val. Test Val. Test Val. Test Val. Test
CH 99,0% 97,9% 99,0% 97,0% 99,9% 97,5% 98,6% 98,3%
SBN1E-6 90,4% 85,7% 90,6% 86,2% 90,5% 85,4% 90,9% 86,3%
NB50 91,4% 88,2% 91,7% 88.5% 91,1% 88,6% 92.1% 87.7%
NBN50 92,4% 89,8% 92,5% 90,1% 93,6% 90.7% 91,3% 88.8%