Pith Number

pith:NCL4GC3K

pith:2026:NCL4GC3KUCB7D4B57LMB4L2ALJ

not attested not anchored not stored refs pending

An Insight on Evaluation Metrics Under the Imbalanced Case of Anomaly Detection

Djamila Aouada, Nesryne Mejri, Romain Hermary

arxiv:2607.22286 v1 · 2026-07-24 · cs.LG · 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{NCL4GC3KUCB7D4B57LMB4L2ALJ}

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	2026-07-27T01:20:57.865322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6897c30b6aa083f1f03dfad81e2f405a4a47c1bccb37e5e537d393363b6fa6d0

Aliases

arxiv: 2607.22286 · arxiv_version: 2607.22286v1 · doi: 10.48550/arxiv.2607.22286 · pith_short_12: NCL4GC3KUCB7 · pith_short_16: NCL4GC3KUCB7D4B5 · pith_short_8: NCL4GC3K

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/NCL4GC3KUCB7D4B57LMB4L2ALJ \
  | 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: 6897c30b6aa083f1f03dfad81e2f405a4a47c1bccb37e5e537d393363b6fa6d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04729bba567bf0d5c9efc5b6a2184c21c6ae47a54d7e0f7cb27b01121872aa43",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-24T13:25:06Z",
    "title_canon_sha256": "0063f2ba328620c1d7bedf91e3254e2835676cb3e24c2c66779c777b16b60530"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22286",
    "kind": "arxiv",
    "version": 1
  }
}