The ids accepted by the method argument of interpret().
Examples
listmethods()
#> method
#> 1 pdp
#> 2 ice
#> 3 ale
#> 4 shap
#> 5 shap_matrix
#> 6 varimp
#> 7 permute
#> 8 interaction
#> 9 counterfactual
#> 10 surrogate
#> 11 tree_surrogate
#> 12 calibration
#> 13 roc
#> 14 dca
#> 15 survcluster
#> summary
#> 1 Partial dependence of predicted survival on one feature, over time.
#> 2 Individual conditional expectation curves for one feature.
#> 3 Accumulated local effects for one feature.
#> 4 Shapley values for one instance, aggregated over time.
#> 5 Shapley values for many instances (beeswarm plot).
#> 6 Permutation variable importance on the survival scale.
#> 7 Alias of varimp.
#> 8 Friedman H-statistic interaction strength per feature.
#> 9 Smallest feature changes that move predicted survival at a target time.
#> 10 Local linear surrogate for one instance at a target time.
#> 11 Global decision-tree surrogate of the predictions.
#> 12 Calibration curve at one time.
#> 13 Time-dependent ROC curve at one time.
#> 14 Decision curve (net benefit over risk thresholds) at one time.
#> 15 Clusters of subjects with similar predicted survival curves.