Pith Number

pith:DVKZGYGO

pith:2019:DVKZGYGOLNJMHZPSQCIOOLJULL

not attested not anchored not stored refs pending

Prediction and outlier detection in classification problems

Leying Guan, Rob Tibshirani

arxiv:1905.04396 v3 · 2019-05-10 · stat.ME · math.ST · stat.AP · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVKZGYGOLNJMHZPSQCIOOLJULL}

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

2 papers in Pith

Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection

A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Receipt and verification

First computed	2026-05-17T23:42:19.143577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d559360ce5b52c3e5f28090e72d345afc42e6f59abd55284285a1b0e3230a33

Aliases

arxiv: 1905.04396 · arxiv_version: 1905.04396v3 · doi: 10.48550/arxiv.1905.04396 · pith_short_12: DVKZGYGOLNJM · pith_short_16: DVKZGYGOLNJMHZPS · pith_short_8: DVKZGYGO

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/DVKZGYGOLNJMHZPSQCIOOLJULL \
  | 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: 1d559360ce5b52c3e5f28090e72d345afc42e6f59abd55284285a1b0e3230a33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efc1e3460e811085f650c7feb4c29d4e1a7282a953de2b256613ee06589b574a",
    "cross_cats_sorted": [
      "math.ST",
      "stat.AP",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2019-05-10T22:56:39Z",
    "title_canon_sha256": "c2f776d6bfac35f51a45311d88a4750e972fa5a37269f676801ae478724fbdde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04396",
    "kind": "arxiv",
    "version": 3
  }
}