Pith Number

pith:GWZ3GI6Q

pith:2015:GWZ3GI6QXZZEVHNL4GH77GFFQM

not attested not anchored not stored refs pending

On the relation between accuracy and fairness in binary classification

Indre Zliobaite

arxiv:1505.05723 v1 · 2015-05-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWZ3GI6QXZZEVHNL4GH77GFFQM}

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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

2 papers in Pith

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI

Receipt and verification

First computed	2026-05-18T02:03:53.636218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35b3b323d0be724a9dabe18fff98a58326a39605bb3d9407bbe367346c1117fe

Aliases

arxiv: 1505.05723 · arxiv_version: 1505.05723v1 · doi: 10.48550/arxiv.1505.05723 · pith_short_12: GWZ3GI6QXZZE · pith_short_16: GWZ3GI6QXZZEVHNL · pith_short_8: GWZ3GI6Q

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/GWZ3GI6QXZZEVHNL4GH77GFFQM \
  | 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: 35b3b323d0be724a9dabe18fff98a58326a39605bb3d9407bbe367346c1117fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f99053008da9bc06e799e2c0922ce8c0152699f12b6a24fbe36a3fcdf172d41d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-05-21T13:20:06Z",
    "title_canon_sha256": "7c90a4b86887ab1442d0d040d01c0fba41473c4595ff9f6c57b5f1df2e69c111"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1505.05723",
    "kind": "arxiv",
    "version": 1
  }
}