Pith Number

pith:447ZPBX2

pith:2024:447ZPBX2EVGNM7LA7MIK35EABP

not attested not anchored not stored refs pending

An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification

Mustafa Cavus, Przemys{\l}aw Biecek

arxiv:2405.01557 v4 · 2024-03-22 · 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{447ZPBX2EVGNM7LA7MIK35EABP}

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

Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk

Receipt and verification

First computed	2026-05-20T00:01:32.126171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e73f9786fa254cd67d60fb10adf4800bc68f975367e10900725ba31ba6eea358

Aliases

arxiv: 2405.01557 · arxiv_version: 2405.01557v4 · doi: 10.48550/arxiv.2405.01557 · pith_short_12: 447ZPBX2EVGN · pith_short_16: 447ZPBX2EVGNM7LA · pith_short_8: 447ZPBX2

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/447ZPBX2EVGNM7LA7MIK35EABP \
  | 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: e73f9786fa254cd67d60fb10adf4800bc68f975367e10900725ba31ba6eea358

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41ea6299a4d83487fb98318753e037ce194648a06bb28e4fba7d516fed6b223a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-22T13:08:22Z",
    "title_canon_sha256": "16268489224873adfdf5da4cda3d4a574e8a304a3e7cd5ced379919d5b81cd4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01557",
    "kind": "arxiv",
    "version": 4
  }
}