Pith Number

pith:7IHF4FXF

pith:2024:7IHF4FXFCDXTX2KERNIEGDIWCM

not attested not anchored not stored refs pending

Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals

Dhagash Mehta, Dhruv Desai, Gregory Yampolsky, Mingshu Li, Stefano Pasquali

arxiv:2408.06679 v1 · 2024-08-13 · cs.LG · q-fin.ST · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7IHF4FXFCDXTX2KERNIEGDIWCM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Receipt and verification

First computed	2026-07-05T08:55:00.608654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa0e5e16e510ef3be9448b50430d1613176f17aaa207c3a0186bcbfc0e085da9

Aliases

arxiv: 2408.06679 · arxiv_version: 2408.06679v1 · doi: 10.48550/arxiv.2408.06679 · pith_short_12: 7IHF4FXFCDXT · pith_short_16: 7IHF4FXFCDXTX2KE · pith_short_8: 7IHF4FXF

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/7IHF4FXFCDXTX2KERNIEGDIWCM \
  | 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: fa0e5e16e510ef3be9448b50430d1613176f17aaa207c3a0186bcbfc0e085da9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6d59e52bd4a73d4ff687da5d9d741c037ffb9526dfa69737a7521a08bd22470",
    "cross_cats_sorted": [
      "q-fin.ST",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-13T07:08:54Z",
    "title_canon_sha256": "2aabfc867d71055b4095294b6432960156bba79467ca6601a4e4492e7dddc4d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06679",
    "kind": "arxiv",
    "version": 1
  }
}