Pith Number
pith:XN7A7FFY
pith:2022:XN7A7FFY5ECGEVAKRXN6YVEMEP
not attested
not anchored
not stored
refs pending
An Empirical Analysis of the Efficacy of Different Sampling Techniques for Imbalanced Classification
arxiv:2208.11852 v1 · 2022-08-25 · cs.LG
Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XN7A7FFY5ECGEVAKRXN6YVEMEP}
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Record completeness
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Bitcoin timestamp
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4
Citations
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Replications
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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.
Receipt and verification
| First computed | 2026-07-05T04:51:26.811433Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
bb7e0f94b8e90462540a8ddbec548c23fa2f34f47c878ffe3f31a66be3181418
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XN7A7FFY5ECGEVAKRXN6YVEMEP \
| 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: bb7e0f94b8e90462540a8ddbec548c23fa2f34f47c878ffe3f31a66be3181418
Canonical record JSON
{
"metadata": {
"abstract_canon_sha256": "66aeacef10f28ba6a66e9dfc49339a493e0307ee4ac001b273aba2a16b185f88",
"cross_cats_sorted": [],
"license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
"primary_cat": "cs.LG",
"submitted_at": "2022-08-25T03:45:34Z",
"title_canon_sha256": "2a88b9ba2bc5301a8e7116c3bd1e4735a148247ac2d6e75fc7c16014fdbd29af"
},
"schema_version": "1.0",
"source": {
"id": "2208.11852",
"kind": "arxiv",
"version": 1
}
}