Pith Number

pith:QIY4RI3K

pith:2018:QIY4RI3KN56VO6KRPROA7ETYEB

not attested not anchored not stored refs pending

Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications

Bernt Viggo Matheussen, Geir Thore Berge, Lei Jiao, Morten Goodwin, Ole-Christoffer Granmo, Tor Oddbj{\o}rn Tveit

arxiv:1809.04547 v2 · 2018-09-12 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{QIY4RI3KN56VO6KRPROA7ETYEB}

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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

Interpretable rule-based learning in an autonomous thermodynamic network

Receipt and verification

First computed	2026-05-18T00:05:36.783635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8231c8a36a6f7d5779517c5c0f9278206ef0ebdba25fe91eec05ca9fd234392b

Aliases

arxiv: 1809.04547 · arxiv_version: 1809.04547v2 · doi: 10.48550/arxiv.1809.04547 · pith_short_12: QIY4RI3KN56V · pith_short_16: QIY4RI3KN56VO6KR · pith_short_8: QIY4RI3K

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/QIY4RI3KN56VO6KRPROA7ETYEB \
  | 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: 8231c8a36a6f7d5779517c5c0f9278206ef0ebdba25fe91eec05ca9fd234392b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90f6c040ff743f82476871e89e96d74ae0c3b178ea41e2086603dc0875e899d6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-12T16:34:44Z",
    "title_canon_sha256": "35e84a8fef1be71fe9d19ba67837fb265366d7f14aed59c1e4062ad59edd5366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04547",
    "kind": "arxiv",
    "version": 2
  }
}