Pith Number

pith:YWGUN3VF

pith:2020:YWGUN3VFBEPUUNJ4FMN52XC7LN

not attested not anchored not stored refs pending

Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification

Christoph Bergmeir, Francois Petitjean, Rakshitha Godahewa, Trevor Yann

arxiv:2006.15311 v1 · 2020-06-27 · cs.LG · cs.AI · stat.AP · 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{YWGUN3VFBEPUUNJ4FMN52XC7LN}

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	2026-07-05T01:14:04.441892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c58d46eea5091f4a353c2b1bdd5c5f5b4c3a0d282843742bc46d20e4b0edc802

Aliases

arxiv: 2006.15311 · arxiv_version: 2006.15311v1 · doi: 10.48550/arxiv.2006.15311 · pith_short_12: YWGUN3VFBEPU · pith_short_16: YWGUN3VFBEPUUNJ4 · pith_short_8: YWGUN3VF

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/YWGUN3VFBEPUUNJ4FMN52XC7LN \
  | 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: c58d46eea5091f4a353c2b1bdd5c5f5b4c3a0d282843742bc46d20e4b0edc802

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f8ff6dedf1886064ff91fef5e722360cc114cc71a1b95213091a8acafd0cf2a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-27T08:04:53Z",
    "title_canon_sha256": "0ac29e0338db3916e6ec4438be357ec0f7496b295d968ffffe956a2e8656a4e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15311",
    "kind": "arxiv",
    "version": 1
  }
}