Pith Number

pith:W6CBFXAU

pith:2018:W6CBFXAU6UYUXLGT6OBCBUDXC3

not attested not anchored not stored refs pending

Consistent Individualized Feature Attribution for Tree Ensembles

Gabriel G. Erion, Scott M. Lundberg, Su-In Lee

arxiv:1802.03888 v3 · 2018-02-12 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W6CBFXAU6UYUXLGT6OBCBUDXC3}

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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

14 papers in Pith

A Human-Grounded Evaluation of SHAP for Alert Processing

Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models

Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations

AI-Driven SEEG Channel Ranking for Epileptogenic Zone Localization

From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm

Receipt and verification

First computed	2026-05-17T23:51:54.768100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b78412dc14f5314bacd3f38220d07716ee1f6f577063fc6db470c6a331dfd654

Aliases

arxiv: 1802.03888 · arxiv_version: 1802.03888v3 · doi: 10.48550/arxiv.1802.03888 · pith_short_12: W6CBFXAU6UYU · pith_short_16: W6CBFXAU6UYUXLGT · pith_short_8: W6CBFXAU

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/W6CBFXAU6UYUXLGT6OBCBUDXC3 \
  | 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: b78412dc14f5314bacd3f38220d07716ee1f6f577063fc6db470c6a331dfd654

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "679b65bf1c41e5e92764383e7afeb7f0daabfa7813a38a03e48a6706b5dba594",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-12T04:23:03Z",
    "title_canon_sha256": "93374f06aa48e926928e6258cd6619a91d521a6dcee41197e2c6512ca574b3fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.03888",
    "kind": "arxiv",
    "version": 3
  }
}