Skip to main content

Table 2 Comparison of models for the confidential dataset

From: Self organising hypothesis networks: a new approach for representing and structuring SAR knowledge

External validation using the confidential dataset (800 structures)
  BAC SEN SPEC PPV NPV
SOHN 0.67 0.53 0.80 0.55 0.80
Random Forest 0.64 0.50 0.77 0.50 0.77
SVM 0.64 0.50 0.77 0.50 0.77
kNN 0.63 0.48 0.79 0.51 0.79
Decision Tree 0.62 0.45 0.80 0.50 0.80
  1. BAC = balanced accuracy, SEN = sensitivity, SPEC = specificity, PPV = positive predictivity, NPV = negative predictivity.