Pith Number

pith:BM5QFXH3

pith:2022:BM5QFXH3YEPHVRDFNYBSGPT2ER

not attested not anchored not stored refs pending

A Unified Study of Machine Learning Explanation Evaluation Metrics

Xiaoqian Wang, Yipei Wang

arxiv:2203.14265 v1 · 2022-03-27 · 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{BM5QFXH3YEPHVRDFNYBSGPT2ER}

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

1 paper in Pith

Absolute Evaluation Measures for Machine Learning: A Survey

Receipt and verification

First computed	2026-07-05T04:08:49.362108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b3b02dcfbc11e7ac4656e03233e7a24547863490a8568d19b5dba012dc4192f

Aliases

arxiv: 2203.14265 · arxiv_version: 2203.14265v1 · doi: 10.48550/arxiv.2203.14265 · pith_short_12: BM5QFXH3YEPH · pith_short_16: BM5QFXH3YEPHVRDF · pith_short_8: BM5QFXH3

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/BM5QFXH3YEPHVRDFNYBSGPT2ER \
  | 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: 0b3b02dcfbc11e7ac4656e03233e7a24547863490a8568d19b5dba012dc4192f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b883d22e2676f28fc6f12ee550f274cb5e2e0f0ba1fad6c50930ca5cac4a8ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-27T10:12:06Z",
    "title_canon_sha256": "04a1d60af4618155524b30eeca24277c320e4aad1411160dd37e5e0f3d3f630b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14265",
    "kind": "arxiv",
    "version": 1
  }
}