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Table 5 Performance on blind dataset using best deep neural network classifier

From: Identification of infectious disease-associated host genes using machine learning techniques

Best Model Features setVector lengthP(+): N(−)Sensitivity (%)Specificity (%)Accuracy (%)PPV (%)MCCF1 score (%)AUC
PAAC_Network
properties
591: 185.0976.3280.7078.230.6281.510.872
Selected Features For PAAC _Network properties161: 189.4777.1983.3379.690.6784.300.904
Selected Features For Normalized And Filtered PAAC_ Network properties101: 188.6080.7084.6582.110.7085.230.879
  1. The notable performances are indicated by bold