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kfre 0.1.8a3

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@lshpaner lshpaner released this 26 Jul 01:01
· 16 commits to main since this release
  • new functions for classifying outcomes and ckd stages
    • calc_esrd_outcome,
      class_ckd_stages,
  • new functions for performance assessment:
    • plot_kfre_metrics,
    • eval_kfre_metrics,
      • roc_auc curves
      • precision-recall curves
    • performance metrics:
      - Precision/PPV
      - Average PRecision
      - Sensitivity
      - Specificity
      - AUC ROC
      - Brier Score
  • new function to generate random ckd data:
    • CKDDataGenerator()