Module catalog

40 interactive modules. Filter by cluster or search by topic, method or keyword.

• Supervised

  Classification Metrics Explorer

  Move prevalence, sensitivity and specificity independently and watch predictive values, accuracy and F1 respond.

  sensitivityspecificitypredictive value
• Supervised

  Logistic Baseline: Threshold & ROC Explorer

  Fit a logistic baseline on kidney-cohort features and trace how one threshold choice moves you along the ROC curve.

  logistic regressionROCAUC
• Supervised

  KNN Neighborhood Explorer

  Watch k, distance metric and feature scaling reshape a k-nearest-neighbour decision boundary.

  k-NNdecision boundaryscaling
• Supervised

  Model Comparison Explorer

  Compare logistic, regularized and neighbourhood models on the same split, with uncertainty attached to every difference.

  model selectioncross-validationuncertainty
• Supervised

  eGFR Decline: Surgical Plan Explorer

  Regress post-operative renal function on tumour size, baseline eGFR and surgical extent, and see the trade-off a nephron-sparing plan buys.

  regressionrenal functionsurgical planning