Table 3

Prediction performance and variables selected for each model for the five models with a cvAUC >0.75

ModelcvAUCActivity scoreChronicity
score
Interstitial fibrosisInterstitial inflammationUrine protein-to-creatinine ratioWBCHgb# of predictors
LR0.780XXXXX5
RF0.800XXXX4
SVML0.783XXXX4
SVMR0.790XXXXXX6
ANN0.775XXXXX5
  • ANN, artificial neural networks; AUC, area under the curve; cvAUC, cross-validated AUC; Hgb, haemoglobin; LR, logistic regression; RF, random forest; WBC, white blood cell.