rankimp
Consensus Ranking of Variable Importance with Uncertainty
Variable importance rankings depend on the method, the random seed and the resample used to compute them. This package treats every source of importance as a judge expressing a ranking over the predictors, and synthesises those rankings into a Kemeny median ranking with ties. Uncertainty about the consensus is quantified through bootstrap rank confidence sets, top-k probabilities and clustering of disagreeing judges.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | rankimp_1.0.0.tar.gz |
446.4 KiB |
1.0.0 |
rolling linux/noble R-4.5 | rankimp_1.0.0.tar.gz |
446.4 KiB |
1.0.0 |
rolling source/ R- | rankimp_1.0.0.tar.gz |
386.2 KiB |
1.0.0 |
latest linux/jammy R-4.5 | rankimp_1.0.0.tar.gz |
446.4 KiB |
1.0.0 |
latest linux/noble R-4.5 | rankimp_1.0.0.tar.gz |
446.4 KiB |
1.0.0 |
latest source/ R- | rankimp_1.0.0.tar.gz |
386.2 KiB |
1.0.0 |
2026-04-23 source/ R- | rankimp_1.0.0.tar.gz |
0 B |