Pith Number

pith:62CVTAWY

pith:2025:62CVTAWYACKC5HOCUQJWZW3B3O

not attested not anchored not stored refs pending

MH-FSF: A Unified Framework for Overcoming Benchmarking and Reproducibility Limitations in Feature Selection Evaluation

Diego Kreutz, Eduardo Feitosa, Gabriel Canto, Hendrio Bragan\c{c}a, Vanderson Rocha

arxiv:2507.10591 v1 · 2025-07-11 · cs.LG · cs.AI · cs.CR · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{62CVTAWYACKC5HOCUQJWZW3B3O}

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	2026-07-05T11:36:57.110320Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6855982d800942e9dc2a4136cdb61dbb4cf0f5112449c4ed2136b211799308c

Aliases

arxiv: 2507.10591 · arxiv_version: 2507.10591v1 · doi: 10.48550/arxiv.2507.10591 · pith_short_12: 62CVTAWYACKC · pith_short_16: 62CVTAWYACKC5HOC · pith_short_8: 62CVTAWY

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/62CVTAWYACKC5HOCUQJWZW3B3O \
  | 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: f6855982d800942e9dc2a4136cdb61dbb4cf0f5112449c4ed2136b211799308c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "055eb58b08f50ad06a797666884a81bf18b0ca68c5f000e05b9d5d0008d76f86",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T17:53:37Z",
    "title_canon_sha256": "2355746e33e7575130460b46264256f240bac93361df4d43c35e2636c61d07dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10591",
    "kind": "arxiv",
    "version": 1
  }
}