Pith Number

pith:P6VDISDB

pith:2022:P6VDISDB6L4R5R5ZMI2DWIS26E

not attested not anchored not stored refs pending

The impact of feature importance methods on the interpretation of defect classifiers

Ahmed E. Hassan, Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei

arxiv:2202.02389 v1 · 2022-02-04 · cs.LG · cs.AI · cs.SE

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\usepackage{pith}
\pithnumber{P6VDISDB6L4R5R5ZMI2DWIS26E}

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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	2026-07-05T03:54:28.381650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7faa344861f2f91ec7b962343b225af106545682627531068202fce8e2ed4cb5

Aliases

arxiv: 2202.02389 · arxiv_version: 2202.02389v1 · doi: 10.48550/arxiv.2202.02389 · pith_short_12: P6VDISDB6L4R · pith_short_16: P6VDISDB6L4R5R5Z · pith_short_8: P6VDISDB

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/P6VDISDB6L4R5R5ZMI2DWIS26E \
  | 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: 7faa344861f2f91ec7b962343b225af106545682627531068202fce8e2ed4cb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2439ed7d0509f2c7f20e3443f70025e30563e33d16092c68b4c1c210e7bf40a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-04T21:00:59Z",
    "title_canon_sha256": "01a271ed39b4cac6d0b2813840464afbfab862f5430b3eff3992622f40fd9d0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.02389",
    "kind": "arxiv",
    "version": 1
  }
}