Beyond Global Metrics: A Zone-Stratified Diagnostic Framework Based on Confusion Matrix Components

<p dir="ltr">This dataset contains fully synthetic, non-identifiable data generated exclusively to demonstrate and validate the Epistemic Zone Evaluation Framework (EZEF) and its zone-stratified diagnostic metrics described in the article “Beyond Global Metrics: A Zone-Stratified Diagnostic Framework Based on Confusion Matrix Components.”</p><p dir="ltr">The dataset comprises structured tables used to reproduce all figures, numerical results, and equations in the manuscript, illustrating the derivation of zone-based measures including ZREDI, ZBES, ZBE, ZBTS, and EEP across the epistemic zones—Recessive (RZ), Lower Plausible (LPZ), Trusted (TZ), Upper Plausible (UPZ), and Inflated (IZ).</p><p dir="ltr">All data are synthetic and formatted in .xlsx and .csv to support transparent replication and algorithmic benchmarking in Python or R environments.</p><p dir="ltr">Intellectual Property Notice:</p><p dir="ltr">The conceptual structure, zone definitions, and computational logic embedded in these tables are integral components of the Epistemic Zone Evaluation Framework (EZEF), developed and owned by Dr. Tareef Fadhil Raham.Intellectual rights over this dataset are jointly conveyed with the accompanying article, © Dr. Tareef Fadhil Raham, 2025. All rights reserved.</p><p dir="ltr"><b>References : Raham, Tareef Fadhil.</b> (2025). <i>Beyond Global Metrics: A Zone-Stratified Diagnostic Framework Based on Confusion Matrix Components.</i> Manuscript (under editorial considerations).</p>