Pith Number

pith:BIIRNOPI

pith:2020:BIIRNOPILGXCJHXN47XLPR5XGT

not attested not anchored not stored refs pending

Metrics for Multi-Class Classification: an Overview

Enrico Bagli, Giorgio Visani, Margherita Grandini

arxiv:2008.05756 v1 · 2020-08-13 · 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{BIIRNOPILGXCJHXN47XLPR5XGT}

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

8 papers in Pith

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set

UA-Legal-Bench: A Benchmark for Evaluating Large Language Models on Ukrainian Legal Reasoning

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

HADS-Net:A Hybrid Attention-Augmented Dual-Stream Network with Physics-Informed Augmentation for Breast Ultrasound Image Classification

Online Set Learning from Precision and Recall Feedback

Receipt and verification

First computed	2026-07-05T01:26:56.948581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a1116b9e859ae249eede7eeb7c7b734cd89fdd5242b94985bc11142e3ff8b69

Aliases

arxiv: 2008.05756 · arxiv_version: 2008.05756v1 · doi: 10.48550/arxiv.2008.05756 · pith_short_12: BIIRNOPILGXC · pith_short_16: BIIRNOPILGXCJHXN · pith_short_8: BIIRNOPI

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/BIIRNOPILGXCJHXN47XLPR5XGT \
  | 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: 0a1116b9e859ae249eede7eeb7c7b734cd89fdd5242b94985bc11142e3ff8b69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfb6872f51017d041878263893490f49578a491bc357599e7ad93fd3572d19e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-08-13T08:41:44Z",
    "title_canon_sha256": "fb43cc9cdfc3404df177b9db2bab28b8cc94ee7fa45f06020f00d469a02e7ba5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.05756",
    "kind": "arxiv",
    "version": 1
  }
}