# Constrained Clustering on shuttle Source: [Constrained Clustering on shuttle]() Collection index: [llms.txt]() Data updated: 2026-03-31T08:50:34.487Z Evaluation of Constrained Clustering performance on the shuttle dataset, measured by Algorithm success rate. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Constrained Clustering | | Dataset (including any stated split) | shuttle | | Metric | Success Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Success Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate | Result date | Report paper | | --- | --- | --- | --- | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### PCCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### PCCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### PCCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed12. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed13. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed14. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed15. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed16. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed17. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### COPKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed18. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### COPKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed19. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### COPKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed1a. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.