Pith Number

pith:AMNWK7TB

pith:2024:AMNWK7TBVCC7HWGVHFDPG4ODOJ

not attested not anchored not stored refs pending

forester: A Tree-Based AutoML Tool in R

Anna Kozak, Hubert Ruczy\'nski

arxiv:2409.04789 v1 · 2024-09-07 · cs.LG · cs.MS · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMNWK7TBVCC7HWGVHFDPG4ODOJ}

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

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective

Receipt and verification

First computed	2026-07-05T09:04:18.012141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

031b657e61a885f3d8d53946f371c372495218b31219823d7a41f56b67141c12

Aliases

arxiv: 2409.04789 · arxiv_version: 2409.04789v1 · doi: 10.48550/arxiv.2409.04789 · pith_short_12: AMNWK7TBVCC7 · pith_short_16: AMNWK7TBVCC7HWGV · pith_short_8: AMNWK7TB

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/AMNWK7TBVCC7HWGVHFDPG4ODOJ \
  | 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: 031b657e61a885f3d8d53946f371c372495218b31219823d7a41f56b67141c12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25f8a60adffa7a420137c7306cbc8ec2245d299b5063b576259fbb0eeffd3f09",
    "cross_cats_sorted": [
      "cs.MS",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-07T10:39:10Z",
    "title_canon_sha256": "3b1abe84ac06772cf62650e99d634e2f1ae4be7f23233f0dbc24fc1e652311bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04789",
    "kind": "arxiv",
    "version": 1
  }
}