Pith Number

pith:VM5HKAHQ

pith:2021:VM5HKAHQ6MPGR5PMDFSCHABGD4

not attested not anchored not stored refs pending

Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process

Bernd Bischl, Christoph Molnar, Giuseppe Casalicchio, Gunnar K\"onig, Marvin N. Wright, Timo Freiesleben

arxiv:2109.01433 v1 · 2021-09-03 · stat.ML · 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{VM5HKAHQ6MPGR5PMDFSCHABGD4}

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.

Receipt and verification

First computed	2026-07-05T07:10:19.385850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab3a7500f0f31e68f5ec19642380261f354804ed195c28d85d87e66d1308a33e

Aliases

arxiv: 2109.01433 · arxiv_version: 2109.01433v1 · doi: 10.48550/arxiv.2109.01433 · pith_short_12: VM5HKAHQ6MPG · pith_short_16: VM5HKAHQ6MPGR5PM · pith_short_8: VM5HKAHQ

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/VM5HKAHQ6MPGR5PMDFSCHABGD4 \
  | 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: ab3a7500f0f31e68f5ec19642380261f354804ed195c28d85d87e66d1308a33e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6828346900d5519e361c10de03806bc9430e0016997e60837aa12f7c963ef9a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-09-03T10:50:41Z",
    "title_canon_sha256": "b49cd1ff18f6bf00a4de5e1bbfd7aeb66a726c4a90fb8bb00d817091a0eb648f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.01433",
    "kind": "arxiv",
    "version": 1
  }
}