Pith Number

pith:JCH7I7XI

pith:2024:JCH7I7XIUAMJWF3AFTF4YFNM4W

not attested not anchored not stored refs pending

Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and Tabnet with SMOTEENN

Chang Yu, Qianwen Xing, Shaobo Guo, Shuchen Meng, Ye Zhang, Yixin Jin

arxiv:2408.03497 v3 · 2024-08-07 · 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{JCH7I7XIUAMJWF3AFTF4YFNM4W}

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

AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation

Receipt and verification

First computed	2026-07-05T09:34:37.682733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

488ff47ee8a0189b17602ccbcc15ace59bb703fba7cf0f0ccfa10d00d79925bf

Aliases

arxiv: 2408.03497 · arxiv_version: 2408.03497v3 · doi: 10.48550/arxiv.2408.03497 · pith_short_12: JCH7I7XIUAMJ · pith_short_16: JCH7I7XIUAMJWF3A · pith_short_8: JCH7I7XI

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/JCH7I7XIUAMJWF3AFTF4YFNM4W \
  | 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: 488ff47ee8a0189b17602ccbcc15ace59bb703fba7cf0f0ccfa10d00d79925bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26939cb77ea3db8cc64791eea59758d536663252ada8cfeb005b9000994b71ed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-07T01:37:10Z",
    "title_canon_sha256": "8f16d624ff3e6f34c26fe273ab92f278b0c8da4464ade62728a5ba6d8b9f016a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03497",
    "kind": "arxiv",
    "version": 3
  }
}