Pith Number

pith:AUKRHC7O

pith:2024:AUKRHC7OZXS2TMP2WFXENWHBNA

not attested not anchored not stored refs pending

Imbalance in Regression Datasets

Daniel Kowatsch, Kilian Tscharke, Konstantin B\"otinger, Nicolas M. M\"uller, Philip Sperl

arxiv:2402.11963 v1 · 2024-02-19 · 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{AUKRHC7OZXS2TMP2WFXENWHBNA}

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

Model-agnostic Mitigation Strategies of Data Imbalance for Regression

Receipt and verification

First computed	2026-07-05T07:46:46.708986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0515138beecde5a9b1fab16e46d8e168065759abef7a9636f206f61c3c4959a1

Aliases

arxiv: 2402.11963 · arxiv_version: 2402.11963v1 · doi: 10.48550/arxiv.2402.11963 · pith_short_12: AUKRHC7OZXS2 · pith_short_16: AUKRHC7OZXS2TMP2 · pith_short_8: AUKRHC7O

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/AUKRHC7OZXS2TMP2WFXENWHBNA \
  | 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: 0515138beecde5a9b1fab16e46d8e168065759abef7a9636f206f61c3c4959a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87f8709d29cf79db3c0e7c18e466c014328adeefe8a9dce79abc631e7fea0734",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-19T09:06:26Z",
    "title_canon_sha256": "a92a3a09e02a713c2456ca2abd45a44c2063909248dc98938a870a8063d5cfa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11963",
    "kind": "arxiv",
    "version": 1
  }
}