# Clustering on Colon gene microarray (Accuracy) Source: [Clustering on Colon gene microarray (Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-03-26T15:29:46.953Z Evaluation of Clustering performance on the Colon gene microarray dataset, measured using 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 | Clustering | | Dataset (including any stated split) | Colon gene microarray | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 | | --- | --- | --- | --- | | DeepCluster | 63.5 | Not recorded | 69c4bdb10636e5bf4afc76fd | | i-IF-PCA | 62.9 | Not recorded | 69c4bdb10636e5bf4afc76fd | | IFPCA | 59.7 | Not recorded | 69c4bdb10636e5bf4afc76fd | | IFVAE | 59.7 | Not recorded | 69c4bdb10636e5bf4afc76fd | | i-IF-Lap | 59.7 | Not recorded | 69c4bdb10636e5bf4afc76fd | | VAE | 59.7 | Not recorded | 69c4bdb10636e5bf4afc76fd | | DeepCluster | 59.4 | Not recorded | 69c4bdb10636e5bf4afc76fd | | UMAP | 57 | Not recorded | 69c4bdb10636e5bf4afc76fd | | DEC | 56.1 | Not recorded | 69c4bdb10636e5bf4afc76fd | | KMeans | 54.8 | Not recorded | 69c4bdb10636e5bf4afc76fd | | SpecGEM | 51.6 | Not recorded | 69c4bdb10636e5bf4afc76fd | | UMAP | 50 | Not recorded | 69c4bdb10636e5bf4afc76fd | ### DeepCluster Accuracy: 63.5. Result ID: 69c550de47f34ce924af9280. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### i-IF-PCA Accuracy: 62.9. Result ID: 69c550de47f34ce924af9283. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IFPCA Accuracy: 59.7. Result ID: 69c550de47f34ce924af9281. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IFVAE Accuracy: 59.7. Result ID: 69c550de47f34ce924af9282. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### i-IF-Lap Accuracy: 59.7. Result ID: 69c550de47f34ce924af9284. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VAE Accuracy: 59.7. Result ID: 69c550de47f34ce924af9287. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### DeepCluster Accuracy: 59.4. Result ID: 69c550de47f34ce924af9286. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### UMAP Accuracy: 57. Result ID: 69c550de47f34ce924af9285. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### DEC Accuracy: 56.1. Result ID: 69c550de47f34ce924af927f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KMeans Accuracy: 54.8. Result ID: 69c550de47f34ce924af927c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SpecGEM Accuracy: 51.6. Result ID: 69c550de47f34ce924af927d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMAP Accuracy: 50. Result ID: 69c550de47f34ce924af927e. [Reporting paper]() [Method origin 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.