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Table 10 Analysis of model prediction accuracies for a LogP estimation

From: Using Pareto points for model identification in predictive toxicology

nr chemicals Mod.Name Q2 MAE RMSE
  CLOGP 0.83 0.38 0.74
1000 MLOGP 0.57 0.84 1.19
  KOWWIN 0.79 0.47 0.83
  3-APMI 0.84 0.38 0.74
  CLOGP 0.76 0.41 0.78
2000 MLOGP 0.44 0.85 1.2
  KOWWIN 0.69 0.50 0.88
  3-APMI 0.78 0.39 0.72
  CLOGP 0.37 1.21 1.54
2333 MLOGP 0.39 1.13 1.52
  KOWWIN 0.41 1.01 1.49
  3-APMI 0.64 0.80 1.16