Pith Number

pith:BNRUOJ7M

pith:2025:BNRUOJ7MCWGLYGNEIWMSU6Y7A5

not attested not anchored not stored refs pending

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

Benjamin Bosch, C\'elia Wafa Ayad, Jesse Read, Sonali Parbhoo, Thomas Bonnier

arxiv:2502.07153 v1 · 2025-02-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNRUOJ7MCWGLYGNEIWMSU6Y7A5}

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.

Receipt and verification

First computed	2026-07-05T10:12:33.640713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b634727ec158cbc19a445992a7b1f07645f6d28c6b2cb91346c7632024ff6b7

Aliases

arxiv: 2502.07153 · arxiv_version: 2502.07153v1 · doi: 10.48550/arxiv.2502.07153 · pith_short_12: BNRUOJ7MCWGL · pith_short_16: BNRUOJ7MCWGLYGNE · pith_short_8: BNRUOJ7M

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/BNRUOJ7MCWGLYGNEIWMSU6Y7A5 \
  | 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: 0b634727ec158cbc19a445992a7b1f07645f6d28c6b2cb91346c7632024ff6b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "509b5125a9c166c58e0638b2e6951abbc35d2395e1d5b1b0d35de8eb1ff6d9f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T00:29:55Z",
    "title_canon_sha256": "6ff35b2e2722ff85e49682f2976c36bd66de62bcf01a45482b65bebb8cd5f724"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07153",
    "kind": "arxiv",
    "version": 1
  }
}