# Classification on lung discrete Source: [Classification on lung discrete]() Collection index: [llms.txt]() Data updated: 2026-03-31T12:15:53.320Z Evaluation of Classification performance on the lung discrete dataset, reporting Accuracy. 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 | Classification | | Dataset (including any stated split) | lung discrete | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | KGroups | 95.9 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 95.9 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 94.57 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 94.57 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 94.38 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 94.38 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 93.14 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 93.14 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 91.81 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 91.71 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 90.48 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 90.48 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 89.7 | Not recorded | 69cb557b0636e5bf4afca3b3 | | All features | 89.55 | Not recorded | 69cb557b0636e5bf4afca3b3 | | All feat. | 89.55 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 89.02 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 89.02 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 88.98 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 88.35 | Not recorded | 69cb557b0636e5bf4afca3b3 | | mRMR | 87.89 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 87.7 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 87.7 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 87.52 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KBest | 87.11 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 86.79 | Not recorded | 69cb557b0636e5bf4afca3b3 | | KGroups | 86.79 | Not recorded | 69cb557b0636e5bf4afca3b3 | | All features | 77.58 | Not recorded | 69cb557b0636e5bf4afca3b3 | | All feat. | 77.58 | Not recorded | 69cb557b0636e5bf4afca3b3 | ### KGroups Accuracy: 95.9. Result ID: 69cbbaf747f34ce924b54180. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini importance"}. This record does not assert independent reproduction. ### KGroups Accuracy: 95.9. Result ID: 69cbbaf747f34ce924b541e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini importance"}. This record does not assert independent reproduction. ### mRMR Accuracy: 94.57. Result ID: 69cbbaf747f34ce924b541e1. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini importance"}. This record does not assert independent reproduction. ### mRMR Accuracy: 94.57. Result ID: 69cbbaf747f34ce924b541e5. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KGroups Accuracy: 94.38. Result ID: 69cbbaf747f34ce924b54184. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KGroups Accuracy: 94.38. Result ID: 69cbbaf747f34ce924b541e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KBest Accuracy: 93.14. Result ID: 69cbbaf747f34ce924b5417f. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini importance"}. This record does not assert independent reproduction. ### KBest Accuracy: 93.14. Result ID: 69cbbaf747f34ce924b54183. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### mRMR Accuracy: 91.81. Result ID: 69cbbaf747f34ce924b541e3. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KBest Accuracy: 91.71. Result ID: 69cbbaf747f34ce924b54181. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KGroups Accuracy: 90.48. Result ID: 69cbbaf747f34ce924b54182. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KGroups Accuracy: 90.48. Result ID: 69cbbaf747f34ce924b541e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### mRMR Accuracy: 89.7. Result ID: 69cbbaf747f34ce924b54247. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### All features Accuracy: 89.55. Result ID: 69cbbaf747f34ce924b5417e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### All feat. Accuracy: 89.55. Result ID: 69cbbaf747f34ce924b541e0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KGroups Accuracy: 89.02. Result ID: 69cbbaf747f34ce924b54244. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini import."}. This record does not assert independent reproduction. ### KGroups Accuracy: 89.02. Result ID: 69cbbaf747f34ce924b54340. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini import."}. This record does not assert independent reproduction. ### mRMR Accuracy: 88.98. Result ID: 69cbbaf747f34ce924b54243. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini import."}. This record does not assert independent reproduction. ### KBest Accuracy: 88.35. Result ID: 69cbbaf747f34ce924b5433f. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Gini import."}. This record does not assert independent reproduction. ### mRMR Accuracy: 87.89. Result ID: 69cbbaf747f34ce924b54245. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KGroups Accuracy: 87.7. Result ID: 69cbbaf747f34ce924b54248. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KGroups Accuracy: 87.7. Result ID: 69cbbaf747f34ce924b54344. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KBest Accuracy: 87.52. Result ID: 69cbbaf747f34ce924b54343. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"F-value"}. This record does not assert independent reproduction. ### KBest Accuracy: 87.11. Result ID: 69cbbaf747f34ce924b54341. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KGroups Accuracy: 86.79. Result ID: 69cbbaf747f34ce924b54246. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### KGroups Accuracy: 86.79. Result ID: 69cbbaf747f34ce924b54342. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Relevance Estimator":"Mutual info."}. This record does not assert independent reproduction. ### All features Accuracy: 77.58. Result ID: 69cbbaf747f34ce924b54242. [Reporting paper]() Recorded evaluation configuration: {"Relevance Estimator":"None"}. This record does not assert independent reproduction. ### All feat. Accuracy: 77.58. Result ID: 69cbbaf747f34ce924b5433e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.