Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2502.07153.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.07153 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:42:39.774068Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy24
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e071449-e57e-4135-a4d3-d4f7e2fdb0d3 · outbound

This paper cites Machine Learning 45(1), 5–32 (2001).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Machine Learning 45(1), 5–32 (2001)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.134224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12bc669d-6486-43bb-89ca-cb1f45f1bf50 · outbound

This paper cites Agricultural and Forest Meteorology 232(January), 210–224 (2017).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Agricultural and Forest Meteorology 232(January), 210–224 (2017)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.125688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56117fcf-db7d-4047-9763-d748275f935f · outbound

This paper cites an unresolved cited work.

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

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:40.116783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce36f8b7-7c30-4ec7-a760-19c8d7c051d9 · outbound

This paper cites BMC Bioinformatics 8(1), 25 (2007).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models BMC Bioinformatics 8(1), 25 (2007)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.108293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22820221-98ac-4605-8959-ce6ad56fae52 · outbound

This paper cites http://explained.ai/decision-tree-viz/index.html.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models http://explained.ai/decision-tree-viz/index.html

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.099953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b752ba0-140e-4ec4-a0ee-753c325e8516 · outbound

This paper cites an unresolved cited work.

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

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:40.090987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9be59041-7ae9-4f5b-9ffc-183001ab15c2 · outbound

This paper cites In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.082796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9725337-6f13-44e2-9a05-24902fd735e0 · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models A Unified Approach to Interpreting Model Predictions

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2da458a-7d79-46ef-a517-f0fe8503571a · outbound

This paper cites arXiv (2022).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2022)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.074655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a901a3f-8123-46f2-94c1-93db626db30d · outbound

This paper cites arXiv (2022).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2022)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.066274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea2b52fb-4a12-404a-9324-bfa2f677a585 · outbound

This paper cites arXiv (2019).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2019)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.057874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 728b9d96-e0ff-4d75-9ed0-b406d1e979a2 · outbound

This paper cites arXiv (2021).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2021)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.048946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 409bd95d-265b-4e26-a97e-41eb7a440a65 · outbound

This paper cites arXiv (2021) 18.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2021) 18

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.040071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90c7b676-58c2-48bb-86ca-aff5f102ec04 · outbound

This paper cites Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T13:42:39.861295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fee6bbb7-8cb7-4c60-8358-8b5e8ed309c9 · outbound

This paper cites an unresolved cited work.

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

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:40.031641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76a84dd9-6e71-466d-ad3f-8ab1c8f2c5a5 · outbound

This paper cites arXiv (2019).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2019)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.022493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc1992df-70ae-4d84-b479-75a762beccc9 · outbound

This paper cites A Debiased MDI Feature Importance Measure for Random Forests.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models A Debiased MDI Feature Importance Measure for Random Forests

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T13:42:39.849303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22818422-a4be-43f7-926d-4f6f44a3e7bc · outbound

This paper cites arXiv (2018).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2018)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.014014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d60a30d8-492f-4005-bf79-7cd6ed7ce0af · outbound

This paper cites The impact of feature importance methods on the interpretation of defect classifiers.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models The impact of feature importance methods on the interpretation of defect classifiers

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T13:42:39.836719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85eb1d96-f98b-4e37-8060-223845c9cc0b · outbound

This paper cites arXiv (2021).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2021)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:40.005743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d0fa5d0-1213-48cc-8c2c-84ef1fe5960b · outbound

This paper cites arXiv (2018).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2018)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.996963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f1d8398-7e34-4af7-951d-dcb3fffa721a · outbound

This paper cites an unresolved cited work.

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

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:39.988403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 576d1c59-cbe3-43ce-96c0-7a573e48c31f · outbound

This paper cites arXiv (2021).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2021)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.979067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0eda325b-6f0b-4ebc-bcbb-c509c3a2d995 · outbound

This paper cites Synthetic Benchmarks for Scientific Research in Explainable Machine Learning.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Synthetic Benchmarks for Scientific Research in Explainable Machine Learning

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T13:42:39.823183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15679318-efa9-4604-a644-91186a520a41 · outbound

This paper cites arXiv (2022).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2022)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.970605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48ecc0e8-68f6-479b-a0c5-c2f08772ff68 · outbound

This paper cites an unresolved cited work.

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

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:39.961380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0807dc51-0ffa-460b-a883-4cc579804b73 · outbound

This paper cites In: Advances in Neural 19 Information Processing Systems, vol.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models In: Advances in Neural 19 Information Processing Systems, vol

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.952572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60f2febe-dcc8-45f2-bdcc-c6d37d60dcad · outbound

This paper cites Benchmarking Attribution Methods with Relative Feature Importance.

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

Reference 28

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Source-reported events for the cited work

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Observation ab57d727-7c15-44f8-a458-b9856a861dff · outbound

This paper cites The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks.

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T13:42:39.750355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5544665b-b3c1-4f06-9fef-8b54437d06ff · outbound

This paper cites Advances in Neural Information Processing Systems 35, 5256–5268 (2022).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Advances in Neural Information Processing Systems 35, 5256–5268 (2022)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.943760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96f91904-c688-4664-a126-1ebbf34160c9 · outbound

This paper cites an unresolved cited work.

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

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:42:39.934520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a4aa932-c0b8-40fb-853c-a2608cc6e02d · outbound

This paper cites arXiv (2020).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2020)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.925112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 406716ba-743f-4bcb-bbf0-d94fab5669d4 · outbound

This paper cites arXiv (2022).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models arXiv (2022)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.915886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db85035b-7424-48e6-9efb-36a99ed68de3 · outbound

This paper cites Artificial Intelligence 291, 103428 (2021).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Artificial Intelligence 291, 103428 (2021)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.906888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cddfd64-3c7e-486b-a989-e035b70fa227 · outbound

This paper cites In: International Joint Conference on Artificial Intelligence (2023).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models In: International Joint Conference on Artificial Intelligence (2023)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.897990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9c08f3a5-38e5-492f-9c9a-ae5e5e1686f2 · outbound

This paper cites Nature Machine Intelligence5(3), 250–260 (2023).

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models Nature Machine Intelligence5(3), 250–260 (2023)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.888570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 741fb8d7-20c2-4751-8c2a-ad2a6ea2ef35 · outbound

This paper cites http://archive.ics.

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

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:42:39.878986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.