Pith Number

pith:KIH3TZQD

pith:2012:KIH3TZQDSQILRAB6TMG4VYRBCK

not attested not anchored not stored refs pending

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification

Emilie Morvant (LIF), Liva Ralaivola (LIF), Sokol Ko\c{c}o (LIF)

arxiv:1202.6228 v6 · 2012-02-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KIH3TZQDSQILRAB6TMG4VYRBCK}

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	2026-05-18T03:09:34.234156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

520fb9e6039410b8803e9b0dcae22112b14f80809a7d42b0ea88973afb4ede22

Aliases

arxiv: 1202.6228 · arxiv_version: 1202.6228v6 · doi: 10.48550/arxiv.1202.6228 · pith_short_12: KIH3TZQDSQIL · pith_short_16: KIH3TZQDSQILRAB6 · pith_short_8: KIH3TZQD

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/KIH3TZQDSQILRAB6TMG4VYRBCK \
  | 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: 520fb9e6039410b8803e9b0dcae22112b14f80809a7d42b0ea88973afb4ede22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da742d175537f720144775f2a0c53a0099a8d9ccfed80f19595a0df82097304a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-02-28T14:13:01Z",
    "title_canon_sha256": "fb14d9259a14720882e18ea2e2ea0e528187655b0e1c4ea788c453fcde871f91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1202.6228",
    "kind": "arxiv",
    "version": 6
  }
}