Pith. sign in

Paper Citation Record · LEDGER

Absolute Evaluation Measures for Machine Learning: A Survey

As of 9 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 3 inbound Pith citation observations for arXiv:2507.03392.

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

pith.paper-citation-record.v1
2507.03392 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:17:33.787187Z

measured 80 of 80 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:05:08.730791Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T02:07:33.292807Z

Reference resolution

77 of 77 outbound references displayed

  • verified exact6
  • verified fuzzy64
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3def8fc-95c5-4a01-99d6-218862e45c2f · outbound

This paper cites A survey on the four families of performance measures.

Absolute Evaluation Measures for Machine Learning: A Survey A survey on the four families of performance measures

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.557137Z

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.

source=pdf_text observed=2026-08-06T20:17:30.097135Z digest=sha256:120fa8ca40966c86c25f56ba38a38e2646af3f126b50471f19cfa53019fe579e

Observation 6dfa9825-c209-4da6-81b7-09046adfcdd6 · outbound

This paper cites Strategy, choice of performance measures, and performance.

Absolute Evaluation Measures for Machine Learning: A Survey Strategy, choice of performance measures, and performance

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.547860Z

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.

source=pdf_text observed=2026-08-06T20:17:30.157237Z digest=sha256:924350a8f6e8a805ed2cfb35a0d738d26165ea4217472f84669fca9c3ac497bb

Observation 0925ae76-3bd1-4e29-8e2f-8552d29ea929 · outbound

This paper cites Multiple perspectives of performance measures.

Absolute Evaluation Measures for Machine Learning: A Survey Multiple perspectives of performance measures

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.538620Z

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.

source=pdf_text observed=2026-08-06T20:17:30.245684Z digest=sha256:881bb6755be4c8dd2745f3086999afbff2834b010dc8732d95ef22cd923c363e

Observation 0387bd9f-4a60-45cf-a7cb-a5ae5587ed26 · outbound

This paper cites An overview of frequently used performance measures.

Absolute Evaluation Measures for Machine Learning: A Survey An overview of frequently used performance measures

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.529768Z

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.

source=pdf_text observed=2026-08-06T20:17:30.340468Z digest=sha256:0764f93beb875eec50dda1aca36e483c580beca6a12679381c934088bb6b5f29

Observation b4a488c0-6855-4c61-bb00-ea5e244f7333 · outbound

This paper cites Learning how to Active Learn: A Deep Reinforcement Learning Approach.

Absolute Evaluation Measures for Machine Learning: A Survey Learning how to Active Learn: A Deep Reinforcement Learning Approach

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T20:17:30.425391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:17:30.425391Z digest=sha256:3bffeb15ce25a07ed57af8e6967406257c37bdc46bd7d701c5a57bd354342fe1

Observation 891e9ca7-8706-4522-8106-f595006fc159 · outbound

This paper cites Balancing performance measures.

Absolute Evaluation Measures for Machine Learning: A Survey Balancing performance measures

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.521211Z

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.

source=pdf_text observed=2026-08-06T20:17:30.522772Z digest=sha256:e5bf7f2f3c8e092d928c5592aa870daabed85b34eb0cd48b9f20001537f5bebe

Observation 8cb2a237-0e82-48fd-a0ee-ec0413124a36 · outbound

This paper cites Algorithms for reinforcement learning.

Absolute Evaluation Measures for Machine Learning: A Survey Algorithms for reinforcement learning

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.512657Z

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.

source=pdf_text observed=2026-08-06T20:17:30.617212Z digest=sha256:ce0481ea895413ff9b429e8fb359f7c45f499762ed30065c156a91b61acc5b2b

Observation 1b1f590b-c228-4576-8f01-95761ca8bdc9 · outbound

This paper cites Evaluation Metrics and Statistical Tests for Machine Learning.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluation Metrics and Statistical Tests for Machine Learning

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.503973Z

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.

source=pdf_text observed=2026-08-06T20:17:30.715066Z digest=sha256:9fbcf0f0b98a832fe80362615e0c2ca7cccb14ad63dad4d93572605a10a94c06

Observation 79c65747-e22a-4b50-82e8-8fa9b702a293 · outbound

This paper cites A Review of Evaluation Metrics in Machine Learning Algorithms.

Absolute Evaluation Measures for Machine Learning: A Survey A Review of Evaluation Metrics in Machine Learning Algorithms

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.494440Z

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.

source=pdf_text observed=2026-08-06T20:17:30.818158Z digest=sha256:64a6c1b158c3092e4971af97fdec854a3ebd70c53ed6b90ae104990376caa661

Observation 746724f0-6da6-4476-8c3e-aba08124f869 · outbound

This paper cites Performance evaluation in machine learning.

Absolute Evaluation Measures for Machine Learning: A Survey Performance evaluation in machine learning

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.484859Z

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.

source=pdf_text observed=2026-08-06T20:17:30.939816Z digest=sha256:94383e5f6fa3fb5cfca5b54e87db26d45fe42ba66c3ec0a239efeaeb2e1a8ad8

Observation 9af8c399-28a6-4378-a6ce-8aeebabf4de5 · outbound

This paper cites Constructing new and better evaluation measures for machine learning.

Absolute Evaluation Measures for Machine Learning: A Survey Constructing new and better evaluation measures for machine learning

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.475889Z

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.

source=pdf_text observed=2026-08-06T20:17:31.022132Z digest=sha256:d6f760f8ef312bc6ed933f791b2852b5b8cb402b54927b2050e0ca909d5a13df

Observation d61fc997-8a54-478c-9166-d09d0673f324 · outbound

This paper cites A systematic analysis of performance measures for classification tasks.

Absolute Evaluation Measures for Machine Learning: A Survey A systematic analysis of performance measures for classification tasks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.466236Z

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.

source=pdf_text observed=2026-08-06T20:17:31.100769Z digest=sha256:e3e41ec48bba8e2d2019d7a7e767df3b671627d900395cf6e7c5993d7683a9c7

Observation 631707ac-c7c5-430c-ab21-108319a8bb36 · outbound

This paper cites A review on evaluation metrics for data classification evaluations.

Absolute Evaluation Measures for Machine Learning: A Survey A review on evaluation metrics for data classification evaluations

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.455786Z

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.

source=pdf_text observed=2026-08-06T20:17:31.162425Z digest=sha256:8265be904b91924e478a8b1d500d88c7b842ebf01ff26d0c928ab0c96cf12eda

Observation 366bac97-6e79-4ff1-be3f-61b6e6c16470 · outbound

This paper cites Classification model evaluation metrics.

Absolute Evaluation Measures for Machine Learning: A Survey Classification model evaluation metrics

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.447010Z

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.

source=pdf_text observed=2026-08-06T20:17:31.230653Z digest=sha256:164ac13672a2599dd58ea79db379d24406e1fccbb1c281c61a8f791292a5cfbb

Observation 8fd4f658-49f6-4d6f-ad3e-e987da145540 · outbound

This paper cites An experimental comparison of performance measures for classification.

Absolute Evaluation Measures for Machine Learning: A Survey An experimental comparison of performance measures for classification

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.437633Z

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.

source=pdf_text observed=2026-08-06T20:17:31.323068Z digest=sha256:9ef8dfc1249bcdd28d927c12cf4e6f3702b1987774820e723eb7d95ccc8c24a2

Observation 14bab962-9294-41dc-bb4d-b2906a4be02b · outbound

This paper cites Performance evaluation in machine learning: the good, the bad, the ugly, and the way forward.

Absolute Evaluation Measures for Machine Learning: A Survey Performance evaluation in machine learning: the good, the bad, the ugly, and the way forward

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.427830Z

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.

source=pdf_text observed=2026-08-06T20:17:31.387755Z digest=sha256:d0e33da2307197bc96aaefccfaff38d31fb97342ddbef03f7a80b8cd18a051db

Observation 43eb36d9-799d-4985-953a-edc8cb8378e2 · outbound

This paper cites A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability.

Absolute Evaluation Measures for Machine Learning: A Survey A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.418389Z

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.

source=pdf_text observed=2026-08-06T20:17:31.494207Z digest=sha256:d168a6c1d3abe3b2866b51a364c7fb201caed78913612bfa10bdda4e69b09b6e

Observation bed7283d-bec1-4319-a9a9-f1ff21e48fc7 · outbound

This paper cites Evaluation Metrics for Unsupervised Learning Algorithms.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluation Metrics for Unsupervised Learning Algorithms

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T20:17:31.530689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:17:31.530689Z digest=sha256:d4dfbf3075fd949a0caa7556a36a489b34364d57062da91782a3f0af79ce68f8

Observation 6f5a59cf-b370-40ac-9293-a8d2bd45531f · outbound

This paper cites Comparison of evaluation metrics in classification applications with imbalanced datasets.

Absolute Evaluation Measures for Machine Learning: A Survey Comparison of evaluation metrics in classification applications with imbalanced datasets

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.408262Z

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.

source=pdf_text observed=2026-08-06T20:17:31.596994Z digest=sha256:baf26c6283b33243db80ea3205b19c3cbdc9714e49f59ed4d32b3e9aee2d01cf

Observation 6b0288fa-549d-4b39-af2b-5b130fdabaeb · outbound

This paper cites Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data.

Absolute Evaluation Measures for Machine Learning: A Survey Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.912045Z

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.

source=pdf_text observed=2026-08-06T20:17:31.658482Z digest=sha256:4c1c64f038e1289afba90b5be866e824352140a3ba7a80f6a064fc7425636525

Observation 7f6a1fe7-6a6b-4245-a931-a1910a5cb91b · outbound

This paper cites Survey of Imbalanced Data Methodologies.

Absolute Evaluation Measures for Machine Learning: A Survey Survey of Imbalanced Data Methodologies

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.898639Z

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.

source=pdf_text observed=2026-08-06T20:17:31.731819Z digest=sha256:13468856d096dd3f9bf3de558873ebb4e823a996ca1ea8795e9392b333f2bd43

Observation f70be9fa-2029-460e-bdc9-f179e81533fe · outbound

This paper cites Learning from imbalanced data: open challenges and future directions.

Absolute Evaluation Measures for Machine Learning: A Survey Learning from imbalanced data: open challenges and future directions

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.399208Z

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.

source=pdf_text observed=2026-08-06T20:17:31.828828Z digest=sha256:fd46f8adad526fb5662925a65911e01df1fc4e68b91214f33ae20c7c06ca259d

Observation 41b5230d-f873-41c9-a9cc-c5aca5c47adb · outbound

This paper cites A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics.

Absolute Evaluation Measures for Machine Learning: A Survey A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T20:17:31.994530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:17:31.994530Z digest=sha256:0c5612c2444c54a5e9026baf2dc329e32a6640dd142c23fe844331909f0aec99

Observation cc3130c1-b8f0-43ba-97b4-bb5e23cbe039 · outbound

This paper cites A Unified Study of Machine Learning Explanation Evaluation Metrics.

Absolute Evaluation Measures for Machine Learning: A Survey A Unified Study of Machine Learning Explanation Evaluation Metrics

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.875451Z

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.

source=pdf_text observed=2026-08-06T20:17:32.116154Z digest=sha256:daaca5f6e036be1bda898b4cf32fce9eab8487e50688458d47acd24c1339175f

Observation 7de723bd-6003-4c46-b4ef-094ceaf36708 · outbound

This paper cites Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.389927Z

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.

source=pdf_text observed=2026-08-06T20:17:32.233097Z digest=sha256:84a077e8729494072af492bc3720736526e17343ca914d4b6977a4ca6664c441

Observation 1dde2291-2870-4c7e-9990-086f784cf81d · outbound

This paper cites Towards a guideline for evaluation metrics in medical image segmentation.

Absolute Evaluation Measures for Machine Learning: A Survey Towards a guideline for evaluation metrics in medical image segmentation

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.381337Z

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.

source=pdf_text observed=2026-08-06T20:17:32.349586Z digest=sha256:b5974bbda6eba786db45b02ca4ddfcf1ef73104ab9e14400886c053e11911fad

Observation 3334f171-63e0-42e0-8b71-d87b30c74eb9 · outbound

This paper cites A survey on machine reading comprehension—tasks, evaluation metrics and benchmark datasets.

Absolute Evaluation Measures for Machine Learning: A Survey A survey on machine reading comprehension—tasks, evaluation metrics and benchmark datasets

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.371811Z

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.

source=pdf_text observed=2026-08-06T20:17:32.475266Z digest=sha256:1639984b25412f2c0a0a169de2bef9f480eadc01063639efaaac04e9041d6017

Observation 534905a1-ce21-4efc-ad7f-aa054c922aca · outbound

This paper cites Evaluation metrics and evaluation.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluation metrics and evaluation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.362934Z

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.

source=pdf_text observed=2026-08-06T20:17:32.574940Z digest=sha256:66843c1732648c9f74b4bb2f14f5910adf25e803753c02b3cc82a260e654473a

Observation 6cc56937-9553-43fc-92b7-3f2113e96621 · outbound

This paper cites How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation.

Absolute Evaluation Measures for Machine Learning: A Survey How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.861189Z

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.

source=pdf_text observed=2026-08-06T20:17:32.719238Z digest=sha256:e3a1bb22078c09a28b8473bc2be17ee7e987fd5a074c65106ec7a58e218d4d74

Observation d8bcb401-fd05-4cdd-ab4b-cbe211d00e1c · outbound

This paper cites Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.848632Z

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.

source=pdf_text observed=2026-08-06T20:17:32.834212Z digest=sha256:9748965fe0a87a17a45a1c9cfabe0dea9b7b825e0b1193f6f53ec9d919b1e583

Observation cef64f52-2b63-4c23-bc04-83cb171dc160 · outbound

This paper cites A survey of evaluation metrics used for nlg systems.

Absolute Evaluation Measures for Machine Learning: A Survey A survey of evaluation metrics used for nlg systems

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.353063Z

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.

source=pdf_text observed=2026-08-06T20:17:32.986149Z digest=sha256:9dc68c6dea3db85731f9ffd7c0ed9574112f9a05331c2dd2718fe4f60568a19d

Observation 2c0762a6-1471-4a0c-95fc-01a6fe2b3004 · outbound

This paper cites Performance measures, consistency, and power for artificial neural network models.

Absolute Evaluation Measures for Machine Learning: A Survey Performance measures, consistency, and power for artificial neural network models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.344076Z

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.

source=pdf_text observed=2026-08-06T20:17:33.145911Z digest=sha256:a502f0d96dd4138f0d94560f54b0c2212a07afd472838099ad75d31f5adfc427

Observation ba774050-04ba-4d7d-98b7-ba25279b4e8d · outbound

This paper cites A survey of accuracy evaluation metrics of recommendation tasks.

Absolute Evaluation Measures for Machine Learning: A Survey A survey of accuracy evaluation metrics of recommendation tasks

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.334181Z

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.

source=pdf_text observed=2026-08-06T20:17:33.265701Z digest=sha256:9e15b0aaee2014ac35ccd0b8d9404c462780e2b0bea1603c441c61a31960cbf4

Observation 489f747c-19d3-47e3-b345-a5fe51261def · outbound

This paper cites Gil, Julio Sahuquillo, and Ana Pont.

Absolute Evaluation Measures for Machine Learning: A Survey Gil, Julio Sahuquillo, and Ana Pont

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.325058Z

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.

source=pdf_text observed=2026-08-06T20:17:33.384805Z digest=sha256:dedd97aecccadf7d39ec992775592785b5cd83857c6f9fafa8cc8ca2f53e4591

Observation db52e465-ca50-450c-b2d2-e2c2878b5163 · outbound

This paper cites Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics.

Absolute Evaluation Measures for Machine Learning: A Survey Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:17:33.831863Z

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.

source=pdf_text observed=2026-08-06T20:17:33.524998Z digest=sha256:355dc5ac2eaaf34083ae3234e8d1e7f117a5caaed57e7d9c3b95c7c48ff478ba

Observation 94ca5fc6-0f3f-4b7e-921b-58f21095fd32 · outbound

This paper cites Performance evaluation metrics and approaches for target tracking: A survey.

Absolute Evaluation Measures for Machine Learning: A Survey Performance evaluation metrics and approaches for target tracking: A survey

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.316546Z

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.

source=pdf_text observed=2026-08-06T20:17:33.662119Z digest=sha256:20781637958f410a8030e279e1137d5d6498e50e72c899f6474d2dbd7eeab2eb

Observation 2a008856-2ca1-428c-99ef-a26dbb1491b7 · outbound

This paper cites Error Metrics and Performance Fitness Indicators for Artificial Intelligence and Machine Learning in Engineering and Sciences.

Absolute Evaluation Measures for Machine Learning: A Survey Error Metrics and Performance Fitness Indicators for Artificial Intelligence and Machine Learning in Engineering and Sciences

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.307686Z

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.

source=pdf_text observed=2026-08-06T20:17:33.665070Z digest=sha256:65123bf6c383b82e44de4914adbabf1eec94c29c088f9ce63a1db546d48c4419

Observation 84676d0c-2f89-4943-b202-eb1b17bd44f2 · outbound

This paper cites an unresolved cited work.

Absolute Evaluation Measures for Machine Learning: A Survey Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:17:34.298584Z

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.

source=pdf_text observed=2026-08-06T20:17:33.668041Z digest=sha256:7554e5d3aeb998a46725920723f695988e96c141024df3a672fe2da4812a0ca9

Observation b50cc95e-744e-4abf-964a-8a98a880d7ed · outbound

This paper cites Deep Learning.

Absolute Evaluation Measures for Machine Learning: A Survey Deep Learning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.289634Z

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.

source=pdf_text observed=2026-08-06T20:17:33.671023Z digest=sha256:43e77432c1c71b97877280a685fe27aa97b22af38c90463879111db0f9d4ef3c

Observation 8a3bbfe3-9b8a-46cd-9849-f655c41008b6 · outbound

This paper cites Friedman.

Absolute Evaluation Measures for Machine Learning: A Survey Friedman

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.280517Z

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.

source=pdf_text observed=2026-08-06T20:17:33.673960Z digest=sha256:1a052a4356682cecf1a4b42f31d5df81cd9e39dbaed480ad8cbeb89c4ef4e7e4

Observation 26e6656d-817e-47bc-b880-f9ab32b762a3 · outbound

This paper cites Statistics for Engineering and Information Science.

Absolute Evaluation Measures for Machine Learning: A Survey Statistics for Engineering and Information Science

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.271925Z

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.

source=pdf_text observed=2026-08-06T20:17:33.676687Z digest=sha256:1a08e5bc6ee6696b833d4740ed61cd62f6ec2b8f5f06900222877922908a3e0c

Observation 954acf20-a6b0-4c9e-acb6-3987b15cfaac · outbound

This paper cites Cohen, Robert E.

Absolute Evaluation Measures for Machine Learning: A Survey Cohen, Robert E

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.262378Z

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.

source=pdf_text observed=2026-08-06T20:17:33.680809Z digest=sha256:7247ae4c4adc21f9a7674f8eff72a2a140ac6ec7f46b9430c91cf943c83b6992

Observation 60b15a84-5410-493d-a440-457492f9173a · outbound

This paper cites Generalization bounds for the area under the ROC curve.

Absolute Evaluation Measures for Machine Learning: A Survey Generalization bounds for the area under the ROC curve

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.253373Z

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.

source=pdf_text observed=2026-08-06T20:17:33.683263Z digest=sha256:45663cb4c0251ef304adc88f7d7e71c48cdc1b7d2bc1854ca2025b719e00e05b

Observation 05dadefa-caed-409b-bfd1-11ac2695e81d · outbound

This paper cites Evaluating Learning Algorithms: A Classification Perspective.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluating Learning Algorithms: A Classification Perspective

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.243204Z

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.

source=pdf_text observed=2026-08-06T20:17:33.685992Z digest=sha256:63efd4a5fbaea86898650e4bf9c747aac4c0a65b8180c1563f325968b6051642

Observation 14aad1a0-1403-4bf0-8234-237692b5782c · outbound

This paper cites On the confusion matrix in credit scoring and its analytical properties.

Absolute Evaluation Measures for Machine Learning: A Survey On the confusion matrix in credit scoring and its analytical properties

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.233506Z

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.

source=pdf_text observed=2026-08-06T20:17:33.688475Z digest=sha256:e8f217f996df8835871a61c3d70e995256fa8a8b951de4b510067b12fb49d8e5

Observation f0eab6ec-f010-4de5-8dc7-611128881430 · outbound

This paper cites Warrens, and Giuseppe Jurman.

Absolute Evaluation Measures for Machine Learning: A Survey Warrens, and Giuseppe Jurman

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.224169Z

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.

source=pdf_text observed=2026-08-06T20:17:33.691512Z digest=sha256:198b44c91bfffbc583103b9539e0ff863b4e702c54d88926c4e413f0b1badb4a

Observation 6faf1f7d-7cd5-4c50-b2f9-b36cd08536f9 · outbound

This paper cites an unresolved cited work.

Absolute Evaluation Measures for Machine Learning: A Survey Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:17:34.214752Z

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.

source=pdf_text observed=2026-08-06T20:17:33.694343Z digest=sha256:3147ba9a2ebf74dfc1787ed6b240df8510b6b8e1d1c3d7362d4741c8656bf252

Observation 898ef7eb-20fa-4223-9e32-01e2bc1bdc40 · outbound

This paper cites Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing.

Absolute Evaluation Measures for Machine Learning: A Survey Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.206137Z

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.

source=pdf_text observed=2026-08-06T20:17:33.697126Z digest=sha256:3913e4086f0d226f300b216d215fea198abdfe85ad90aa1d695608f16c298aa9

Observation 4eb299d7-83bf-46ac-a21f-0d1ee81c3482 · outbound

This paper cites Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:17:33.699859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:17:33.699859Z digest=sha256:97ce54d4ef67634d83e2d36b7d20d83cfd0291e3cb13074078800c955a951a27

Observation a500c620-741c-412c-9694-7ac795be81dc · outbound

This paper cites Precision and recall for regression.

Absolute Evaluation Measures for Machine Learning: A Survey Precision and recall for regression

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.197360Z

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.

source=pdf_text observed=2026-08-06T20:17:33.703105Z digest=sha256:6e185d063d897cb8a4ef3026af74965cb36869fb751540737908863b06345489

Observation 1898246b-03fc-4b61-93bc-866a71f253f9 · outbound

This paper cites The DET Curve in Assessment of Decision Task Performance.

Absolute Evaluation Measures for Machine Learning: A Survey The DET Curve in Assessment of Decision Task Performance

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.188803Z

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.

source=pdf_text observed=2026-08-06T20:17:33.705597Z digest=sha256:dd664844b02fedbc2da4bc0de8ff3733d180036c6609d09ab29bbd9bd2501ab2

Observation fe38f677-67fb-47e0-adeb-29b664faf478 · outbound

This paper cites Optimized precision - a new measure for classifier performance evaluation.

Absolute Evaluation Measures for Machine Learning: A Survey Optimized precision - a new measure for classifier performance evaluation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.179608Z

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.

source=pdf_text observed=2026-08-06T20:17:33.708498Z digest=sha256:e325eb34b4915b3eef77e1926bf4d0a806ca79b1bba4d8be6751aaa20da25ccf

Observation c2114cf5-3eaf-4828-87ba-f9c8591390f4 · outbound

This paper cites Further thoughts on precision.

Absolute Evaluation Measures for Machine Learning: A Survey Further thoughts on precision

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.171018Z

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.

source=pdf_text observed=2026-08-06T20:17:33.711137Z digest=sha256:78d01f4d1f6459f750f2d1b1d78c47f88a7bc73c7682bffe6232310d702dc8fe

Observation e01c9311-ed59-4808-9fed-d7c9ed84230e · outbound

This paper cites Evaluation Measures for Models Assessment over Imbalanced Data Sets.

Absolute Evaluation Measures for Machine Learning: A Survey Evaluation Measures for Models Assessment over Imbalanced Data Sets

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.160636Z

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.

source=pdf_text observed=2026-08-06T20:17:33.714089Z digest=sha256:32d570387506300177b3ae4db315b919bca108222341ca8f05ce3bf574b44a66

Observation 73945353-4d25-41c9-aebd-cd7673666f41 · outbound

This paper cites The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation.

Absolute Evaluation Measures for Machine Learning: A Survey The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.150293Z

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.

source=pdf_text observed=2026-08-06T20:17:33.717049Z digest=sha256:7a058e18e8450fe0d8060d56a20dda6030468e9629962b1d78cd21c0da5a2a8e

Observation b983c4de-cf3e-4e40-bd6a-8b7320d4fde3 · outbound

This paper cites Matthews.

Absolute Evaluation Measures for Machine Learning: A Survey Matthews

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.140027Z

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.

source=pdf_text observed=2026-08-06T20:17:33.719798Z digest=sha256:7ddd07d300ff605b9f022f96c7eb84d773b222a42eb4641f47e52ab9db26c2d2

Observation c390868b-3634-4206-9c17-d6ad63ee1fbe · outbound

This paper cites The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation.

Absolute Evaluation Measures for Machine Learning: A Survey The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.130595Z

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.

source=pdf_text observed=2026-08-06T20:17:33.722585Z digest=sha256:a416e08281580a6c8cbf7502433379701b76e3753a6e6f5f1bf7371b09c40f1a

Observation f9f37255-1df2-4947-af57-6d2288467232 · outbound

This paper cites Wissenschaftliche Beobachtung: eine Einführung.

Absolute Evaluation Measures for Machine Learning: A Survey Wissenschaftliche Beobachtung: eine Einführung

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.121371Z

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.

source=pdf_text observed=2026-08-06T20:17:33.725701Z digest=sha256:bf838efae966b8197a2c714bc03fbf6febcf796dc4839d39b27bab6ccb9c0a12

Observation 404a09a6-bdcc-42b6-8e2d-4cd6b0333664 · outbound

This paper cites The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets.

Absolute Evaluation Measures for Machine Learning: A Survey The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.112251Z

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.

source=pdf_text observed=2026-08-06T20:17:33.729334Z digest=sha256:52bcbebfeefe96ebb5c7bb9601bdc9a95fa90167e4701f5f4aca992f5bd4a2a7

Observation 13b6923f-a5c3-49c2-881c-cf706e6782f7 · outbound

This paper cites Hand and Christoforos Anagnostopoulos.

Absolute Evaluation Measures for Machine Learning: A Survey Hand and Christoforos Anagnostopoulos

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.102449Z

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.

source=pdf_text observed=2026-08-06T20:17:33.732198Z digest=sha256:9ab86e8f7d2923fdd3891fe9f54778b78a9063db9addd95e0e90a8aa13a8ea0d

Observation f9cb5d3e-4997-4e27-b6c9-3d436e554123 · outbound

This paper cites Fletcher, Suzanne W.

Absolute Evaluation Measures for Machine Learning: A Survey Fletcher, Suzanne W

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.093407Z

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.

source=pdf_text observed=2026-08-06T20:17:33.735095Z digest=sha256:e8f9055f4a353078cfdda04a3e0c937e095709b5f3989a05e435845c9d40344d

Observation 5eeca88b-b11d-440f-8469-7c978361b175 · outbound

This paper cites Hsu and Ronald Field.

Absolute Evaluation Measures for Machine Learning: A Survey Hsu and Ronald Field

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.084463Z

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.

source=pdf_text observed=2026-08-06T20:17:33.738100Z digest=sha256:00b9868e8c1be2ef20fd993480ec234dda7fd0ed1e37451f54a320593989ccf6

Observation acff47f7-6a08-4a52-90ff-9cf76bb92bf1 · outbound

This paper cites Comparison of Classification Accuracy using Cohen’s Weighted Kappa.

Absolute Evaluation Measures for Machine Learning: A Survey Comparison of Classification Accuracy using Cohen’s Weighted Kappa

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.076147Z

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.

source=pdf_text observed=2026-08-06T20:17:33.741745Z digest=sha256:945688f07aa480a25df2b95ff86e7ac8282aebd2f078f569838e80809ef4a814

Observation 321c4a7d-2cc5-46be-9e75-3f7a5a5669d9 · outbound

This paper cites Rama Rao and B.

Absolute Evaluation Measures for Machine Learning: A Survey Rama Rao and B

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.067355Z

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.

source=pdf_text observed=2026-08-06T20:17:33.744369Z digest=sha256:1f435a5ff467396ec6da143d06dcc55c6dad0a64a646103ea171765f6b1adde7

Observation 0987e458-ed56-4141-a7ab-19fb2f62237e · outbound

This paper cites Objective criteria for the evaluation of clustering methods.

Absolute Evaluation Measures for Machine Learning: A Survey Objective criteria for the evaluation of clustering methods

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.057744Z

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.

source=pdf_text observed=2026-08-06T20:17:33.747575Z digest=sha256:c84cd981d7c4a39bfab688806c53146cf165bbfb5ef40c540371dd95dc1fbad9

Observation be71221c-75bc-46ab-afcb-90e3d7d75829 · outbound

This paper cites Comparing Clusterings: An Overview.

Absolute Evaluation Measures for Machine Learning: A Survey Comparing Clusterings: An Overview

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.047722Z

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.

source=pdf_text observed=2026-08-06T20:17:33.750867Z digest=sha256:339e479db39d54a56e4152aff1e07c40ae2485a3211136a3c6a6235cffffca3e

Observation 0b96fb34-5c7f-4c0d-a41c-ba72f7853fef · outbound

This paper cites Comparing Partitions.

Absolute Evaluation Measures for Machine Learning: A Survey Comparing Partitions

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.038527Z

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.

source=pdf_text observed=2026-08-06T20:17:33.754088Z digest=sha256:84a47353424e6fb9418299b79f559c8a5664edde1f793bd188025bfb42e4101c

Observation 02b6f0cc-d5de-4cde-b110-8a22ce96acbc · outbound

This paper cites A Method for Comparing Two Hierarchical Clusterings.

Absolute Evaluation Measures for Machine Learning: A Survey A Method for Comparing Two Hierarchical Clusterings

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.028613Z

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.

source=pdf_text observed=2026-08-06T20:17:33.757237Z digest=sha256:d87dc1044a51a04df8aa7fb39b918a1e70284467862c6f06b3085b40d1394f35

Observation a638ccc8-188f-4462-8ade-406c7ed0fa3b · outbound

This paper cites Comparing Clusterings — An Information Based Distance.

Absolute Evaluation Measures for Machine Learning: A Survey Comparing Clusterings — An Information Based Distance

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.019166Z

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.

source=pdf_text observed=2026-08-06T20:17:33.760408Z digest=sha256:96765d6c085c97a3b97bcb74deafed2ca0dce00096cdbe1e37eb8dfb2e1abb2e

Observation 8de62e79-b7bd-46b9-aaf4-b87168d89976 · outbound

This paper cites Recommender Systems: Techniques, Applications, and Challenges.

Absolute Evaluation Measures for Machine Learning: A Survey Recommender Systems: Techniques, Applications, and Challenges

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:34.009170Z

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.

source=pdf_text observed=2026-08-06T20:17:33.763506Z digest=sha256:d64ef04a1877ddf796f2b6548acec7e3a5b8f37055cc1521f4a426abc425ca43

Observation 24a483a6-1647-4975-b31e-eb0e5b7c365f · outbound

This paper cites Stamp: Short-term attention/memory priority model for session-based recommendation.

Absolute Evaluation Measures for Machine Learning: A Survey Stamp: Short-term attention/memory priority model for session-based recommendation

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.999466Z

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.

source=pdf_text observed=2026-08-06T20:17:33.766615Z digest=sha256:0de64fc3e1f6ddecd39e0ebb786bf1ecd712714be3270c6a4417fdeb2f249a36

Observation ec009df4-0c6f-45cd-8ab3-3c32a9dd0863 · outbound

This paper cites Learning to Rank for Information Retrieval.

Absolute Evaluation Measures for Machine Learning: A Survey Learning to Rank for Information Retrieval

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.988918Z

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.

source=pdf_text observed=2026-08-06T20:17:33.769710Z digest=sha256:87333f683bb68795586800439a66256c92f968078e5ef43e7351cb3fcf87384c

Observation adbaa8d1-b943-4d05-b716-6bddb714429e · outbound

This paper cites Ranking chemical structures for drug discovery: A new machine learning approach.

Absolute Evaluation Measures for Machine Learning: A Survey Ranking chemical structures for drug discovery: A new machine learning approach

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.978051Z

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.

source=pdf_text observed=2026-08-06T20:17:33.773217Z digest=sha256:c3c3e97c5afadd50132d7097c75cd5a00f8322b739d789bbd39541982bd9c344

Observation c3f819ea-c7d2-4628-bd27-1501116668b4 · outbound

This paper cites Precision at n.

Absolute Evaluation Measures for Machine Learning: A Survey Precision at n

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.968342Z

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.

source=pdf_text observed=2026-08-06T20:17:33.776721Z digest=sha256:8aa364fc388cdbe9e6d8a5eb8b050ac0b465da70a1bfd695e7e7c66042b02b91

Observation 19212cc5-773e-4c07-9985-dde7a8ddded5 · outbound

This paper cites Jaccard/tanimoto similarity test and estimation methods for biological presence-absence data.

Absolute Evaluation Measures for Machine Learning: A Survey Jaccard/tanimoto similarity test and estimation methods for biological presence-absence data

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.958394Z

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.

source=pdf_text observed=2026-08-06T20:17:33.780390Z digest=sha256:48a068557ad8c9de6f40f1d3b4d9d1488e80a3128366850b41ca0084a26f988f

Observation aa24d817-6b50-4cb2-98c6-38a52ff020c7 · outbound

This paper cites Metrics for graph comparison: a practitioner’s guide.

Absolute Evaluation Measures for Machine Learning: A Survey Metrics for graph comparison: a practitioner’s guide

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:17:33.948556Z

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.

source=pdf_text observed=2026-08-06T20:17:33.784134Z digest=sha256:7124a017e7469c1b836edb91584e350531f08949548c6ed84b4448be9d71727e

Observation 5f6ef2f4-054c-43f7-abd5-5e106934fcbb · outbound

This paper cites an unresolved cited work.

Absolute Evaluation Measures for Machine Learning: A Survey Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:17:33.938695Z

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.

source=pdf_text observed=2026-08-06T20:17:33.787187Z digest=sha256:ffdaad73c9650dee2e7b794c6580e7e8610aa4acb8a0403cdfe0fb21f6439539

Pith citing papers

Observation 0e1c37ee-3a9f-49c5-852d-5e9dfe205872 · inbound

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems cites this paper.

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems Absolute Evaluation Measures for Machine Learning: A Survey

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:26:09.497119Z

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.

source=arxiv_source observed=2026-05-09T16:52:06.002609Z digest=sha256:d7b7191c2f8e2c72afaa55c755df477ae27a5280c34c7ca6d1e037dc5b823ef6

Observation 11420234-4cee-415c-8151-257085a12880 · inbound

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems cites this paper.

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems Absolute Evaluation Measures for Machine Learning: A Survey

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-01T00:15:09.610836Z

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.

source=pdf_text observed=2026-07-01T00:05:08.730791Z digest=sha256:16af1a4493ef07628b68737e8a7975dfb7ead0069fab05bb913af4449c51d7a5

Observation 76c7d314-f787-4bf5-903c-8c0438e44c77 · inbound

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting cites this paper.

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting Absolute Evaluation Measures for Machine Learning: A Survey

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:07:33.294769Z

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.

source=pdf_text observed=2026-06-27T16:11:36.483820Z digest=sha256:f8ff70d533ccd58113442efc9f0c88d8efa3707e56c8b2d7fecf2f0eb55e95fd