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Table 3 Average validity of the physicochemical and fingerprint based models

From: Maximizing gain in high-throughput screening using conformal prediction

  Confidence level
  90% 80% 70% 60%
Physiochemical     
Validity train active 0.928 0.833 0.728 0.631
Validity train inactive 0.910 0.813 0.715 0.614
Validity test active 0.922 0.818 0.718 0.615
Validity test inactive 0.907 0.811 0.714 0.615
Fingerprint     
Validity train active 0.976 0.896 0.771 0.627
Validity train inactive 0.949 0.888 0.809 0.694
Validity test active 0.972 0.895 0.766 0.610
Validity test inactive 0.943 0.884 0.810 0.714