Pith Number

pith:7CC2PYEB

pith:2019:7CC2PYEBVY6MCSXINX4QKWZGEF

not attested not anchored not stored refs pending

A Debiased MDI Feature Importance Measure for Random Forests

Bin Yu, Karl Kumbier, Sumanta Basu, Xiao Li, Yu Wang

arxiv:1906.10845 v2 · 2019-06-26 · 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{7CC2PYEBVY6MCSXINX4QKWZGEF}

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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

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models

Receipt and verification

First computed	2026-07-05T00:15:06.782600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f885a7e081ae3cc14ae86df9055b26215a67c20c259e26286130c53f2e803ec4

Aliases

arxiv: 1906.10845 · arxiv_version: 1906.10845v2 · doi: 10.48550/arxiv.1906.10845 · pith_short_12: 7CC2PYEBVY6M · pith_short_16: 7CC2PYEBVY6MCSXI · pith_short_8: 7CC2PYEB

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/7CC2PYEBVY6MCSXINX4QKWZGEF \
  | 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: f885a7e081ae3cc14ae86df9055b26215a67c20c259e26286130c53f2e803ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca8e7b5062234502b05a3ee9adef400a33e4e4ad3989e298ad3678313dd42c9f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-26T04:51:52Z",
    "title_canon_sha256": "c02922e83a55e126ae73e677cc719a1db63129013e80da9f8be5e57fffb44ed7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.10845",
    "kind": "arxiv",
    "version": 2
  }
}