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kfre 0.1.8a4

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@lshpaner lshpaner released this 27 Jul 04:04
· 15 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 $\rightarrow$ added decimal_places input param
    • eval_kfre_metrics $\rightarrow$ added decimal_places input param
      • roc_auc curves
      • precision-recall curves
    • performance metrics:
      - Precision/PPV
      - Average PRecision
      - Sensitivity
      - Specificity
      - AUC ROC
      - Brier Score
  • removed function to generate random ckd data:
    • CKDDataGenerator() $\rightarrow$ needs more testing/better clinical understanding