# Entropy estimation on home-credit-application AMT\_INCOME\_TOTAL (train) Source: [Entropy estimation on home-credit-application AMT\_INCOME\_TOTAL (train)]() Collection index: [llms.txt]() Data updated: 2026-03-17T08:31:44.072Z Evaluation of Entropy Estimation performance on the training split of the Home Credit Application AMT\_INCOME\_TOTAL dataset, measured using Horig, Hnoisy, and ∆H bound. 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 | Entropy estimation | | Dataset (including any stated split) | home-credit-application AMT\_INCOME\_TOTAL (train) | | Metric | Horig | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 1 of 1 | | 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 - [Horig](): Lower is better; unit: SCALAR. - [Hnoisy](): Lower is better; unit: SCALAR. - [∆H Bound](): Lower is better; unit: SCALAR. ## Recorded results | Method | Horig | Result date | Report paper | | --- | --- | --- | --- | | REAEDP | 0.0004 | Not recorded | 69b8dfe80636e5bf4afbe817 | ### REAEDP Horig: 0.0004. Result ID: 69b9116247f34ce924a1968d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n":"100000","bins":"30","ε":"1.0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.