Principle:Interpretml Interpret EBM Excel Export
| Field | Value |
|---|---|
| Sources | Repo: InterpretML |
| Domains | Reporting, Interpretability, Model_Audit |
| Updated | 2026-02-07 |
Overview
An export procedure that generates a human-readable Excel workbook containing the complete EBM model specification with charts for auditing and regulatory review.
Description
EBM Excel Export creates a structured Excel workbook with multiple worksheets: an Overview sheet with model metadata, a Variables sheet with per-feature shape function charts and score tables, and evaluation information. This enables non-technical stakeholders, auditors, and regulators to inspect the model without code. Charts are embedded directly in the workbook using matplotlib and seaborn.
Usage
Use this when you need to share an EBM model with auditors, regulators, or stakeholders who prefer spreadsheet-based review over code-based analysis.
Theoretical Basis
Each worksheet represents a component of the additive model: the intercept, per-term shape functions as charts and tables, and feature metadata. The workbook is a complete specification of the model's scoring logic.