Pith Number

pith:GV5HJ5A3

pith:2022:GV5HJ5A3I3PVU57XPNGQPVN6EU

not attested not anchored not stored refs pending

Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement

Amy McGovern, Corey Potvin, Montgomery Flora, Shawn Handler

arxiv:2211.08943 v1 · 2022-11-16 · stat.ML · cs.AI · cs.LG · physics.ao-ph · stat.AP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GV5HJ5A3I3PVU57XPNGQPVN6EU}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models

Receipt and verification

First computed	2026-07-05T05:16:45.658305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

357a74f41b46df5a77f77b4d07d5be25049dbb83ab210df9e0cbe7225b64e0b9

Aliases

arxiv: 2211.08943 · arxiv_version: 2211.08943v1 · doi: 10.48550/arxiv.2211.08943 · pith_short_12: GV5HJ5A3I3PV · pith_short_16: GV5HJ5A3I3PVU57X · pith_short_8: GV5HJ5A3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GV5HJ5A3I3PVU57XPNGQPVN6EU \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 357a74f41b46df5a77f77b4d07d5be25049dbb83ab210df9e0cbe7225b64e0b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe46c5ebab1835973b828a0083e0f36bef46d2d78ce83744ee7ebf1bc78e3be3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "physics.ao-ph",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-16T14:45:16Z",
    "title_canon_sha256": "6a3a76dc1ac17c728ab27edf2b7680d7ff2c5d3b63356f86ad0a5a5efb09e43a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08943",
    "kind": "arxiv",
    "version": 1
  }
}