# Clustering on Leukemia gene microarray (Accuracy) Source: [Clustering on Leukemia gene microarray (Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-03-26T15:29:46.981Z Evaluation of Clustering performance on the Leukemia 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) | Leukemia 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 | | --- | --- | --- | --- | | KMeans | 97.2 | Not recorded | 69c4bdb10636e5bf4afc76fd | | i-IF-Lap | 97.2 | Not recorded | 69c4bdb10636e5bf4afc76fd | | UMAP | 97.2 | Not recorded | 69c4bdb10636e5bf4afc76fd | | DeepCluster | 97.1 | Not recorded | 69c4bdb10636e5bf4afc76fd | | VAE | 97.1 | Not recorded | 69c4bdb10636e5bf4afc76fd | | DeepCluster | 96.9 | Not recorded | 69c4bdb10636e5bf4afc76fd | | IFPCA | 93.1 | Not recorded | 69c4bdb10636e5bf4afc76fd | | DEC | 91 | Not recorded | 69c4bdb10636e5bf4afc76fd | | i-IF-PCA | 86.1 | Not recorded | 69c4bdb10636e5bf4afc76fd | | UMAP | 77.8 | Not recorded | 69c4bdb10636e5bf4afc76fd | | IFVAE | 72.2 | Not recorded | 69c4bdb10636e5bf4afc76fd | | SpecGEM | 70.8 | Not recorded | 69c4bdb10636e5bf4afc76fd | ### KMeans Accuracy: 97.2. Result ID: 69c550de47f34ce924af9288. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### i-IF-Lap Accuracy: 97.2. Result ID: 69c550de47f34ce924af9290. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMAP Accuracy: 97.2. Result ID: 69c550de47f34ce924af9291. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### DeepCluster Accuracy: 97.1. Result ID: 69c550de47f34ce924af9292. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### VAE Accuracy: 97.1. Result ID: 69c550de47f34ce924af9293. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Selection":"i-IF-Lap"}. This record does not assert independent reproduction. ### DeepCluster Accuracy: 96.9. Result ID: 69c550de47f34ce924af928c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IFPCA Accuracy: 93.1. Result ID: 69c550de47f34ce924af928d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DEC Accuracy: 91. Result ID: 69c550de47f34ce924af928b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### i-IF-PCA Accuracy: 86.1. Result ID: 69c550de47f34ce924af928f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMAP Accuracy: 77.8. Result ID: 69c550de47f34ce924af928a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IFVAE Accuracy: 72.2. Result ID: 69c550de47f34ce924af928e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SpecGEM Accuracy: 70.8. Result ID: 69c550de47f34ce924af9289. [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.