Pith Number

pith:LC4BN7FO

pith:2025:LC4BN7FO4M6N6CI7465FF3IEUK

not attested not anchored not stored refs pending

Evaluation for Regression Analyses on Evolving Data Streams

Albert Bifet, Bernhard Pfahringer, Heitor Murilo Gomes, Yibin Sun

arxiv:2502.07213 v2 · 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{LC4BN7FO4M6N6CI7465FF3IEUK}

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

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods

Receipt and verification

First computed	2026-07-05T10:16:41.655208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58b816fcaee33cdf091fe7ba52ed04a29bdb0b5102c680cd991c044aff29e371

Aliases

arxiv: 2502.07213 · arxiv_version: 2502.07213v2 · doi: 10.48550/arxiv.2502.07213 · pith_short_12: LC4BN7FO4M6N · pith_short_16: LC4BN7FO4M6N6CI7 · pith_short_8: LC4BN7FO

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/LC4BN7FO4M6N6CI7465FF3IEUK \
  | 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: 58b816fcaee33cdf091fe7ba52ed04a29bdb0b5102c680cd991c044aff29e371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ee3e0d7b23a950407109ec3a76f8b16205347509fc07481e2577e888c753f3e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T03:12:08Z",
    "title_canon_sha256": "9fec46fa3f578e65d6521202f1c21b911f5708523c877bd5a782ee753ef3b1ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07213",
    "kind": "arxiv",
    "version": 2
  }
}