Claim · 2017-05-22 · publication · Stated in source · Supported

The paper presents SHAP (SHapley Additive exPlanations), a framework for interpreting predictions that assigns each feature an importance for a particular prediction.

One recorded claim. The claim panel gives its qualification, the source passages with their place in each source, and how it was checked.

What it connects

A Unified Approach to Interpreting Model Predictions → states its contribution → The paper presents SHAP (SHapley Additive exPlanations), a framework for interpreting predictions that assigns each feature an importance for a particular prediction.

Where it appears

No collection page holds this claim. It is listed with its records in the explorer.

Claim and evidence

A Unified Approach to Interpreting Model Predictionsstates its contribution ↓The paper presents SHAP (SHapley Additive exPlanations), a framework for interpreting predictions that assigns each feature an importance for a particular prediction.

Machine-checked, not reviewed by an editorStated in sourceSupported

Supporting evidence: primary · 1 source

Date: 2017-05-22 · publication Records dated 2017 →

Scope and limitsThe paper's own description of its contribution; not an assessment of it.

The evidence 01

primary sourceSupports the claim

A Unified Approach to Interpreting Model Predictions

arXiv · 2017-05-22

Cite the original source

Cite the original document, not Selekoa. Check these details against it.

Source excerpt

“Here, we present a unified framework for interpreting predictions, namely SHAP (SHapley Additive exPlanations), which assigns each feature an importance for a particular prediction.”

Location in source arXiv v1, PDF p. 1, abstract

Machine-checked · 2026-10-31

Source details and check notes

Authors: Scott M. Lundberg; Su-In Lee
Version: arXiv:1705.07874v1, submitted 22 May 2017 (UTC). Retrieved for the candidate pack on 2026-10-28 (SHA-256 bf6b5419ee4f31a34c7e333e606337f1d48bf0245fc22dcf56f12821fa1e538a). The author list is the byline as printed on the first page.
Version date: 2017-05-22
Canonical address: Open the canonical source ↗
Accessed: 2026-10-28
Language: English (en)
Attribution: Scott M. Lundberg, Su-In Lee, “A Unified Approach to Interpreting Model Predictions”, 2017-05-22.
Reuse: No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution.
Check notes: Candidate pack passage, key papers (research/key-papers). The quotation (24 words) matched the text retrieved for the candidate pack on 2026-10-28 (research/key-papers/verification.json). Matching ignored differences of whitespace, case, quotation marks, dashes and line-break hyphens, so the source’s typography can differ. A cross-family machine check (2026-10-30, item B059) found the quotation at its locator. No human editorial review.

Status and meaning

Editorial status. Not reviewed by an editor. An exploratory record that no editor has accepted. This status does not say whether a person has read any linked passage. Each evidence record above shows how it was checked.

Relation. A paper or other publication describes its own contribution, quoted from the expression the record names, usually its abstract or introduction. The record is the document’s own description, not an assessment: a claim of priority or novelty it contains is the document’s claim, flagged as such, and says nothing about earlier or later work.

Date. Date of the arXiv version quoted, submitted 22 May 2017 (UTC); later versions may word it differently.

Record ID kp-states-unified-approach-interpreting-model-predictions-2017-1