ArticlePloS one2012
A comparison of MCC and CEN error measures in multi-class prediction.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
102 citing papers in PubMed.
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- MutBERT: probabilistic genome representation improves genomics foundation models.Bioinformatics (Oxford, England) · 2025Article
- Neurons throughout the brain embed robust signatures of their anatomical location into spike trains.eLife · 2025Article
- Machine Learning and Artificial Intelligence for Infectious Disease Surveillance, Diagnosis, and Prognosis.Viruses · 2025Review
- Machine Learning-Based Morphological Classification and Diversity Analysis of Ornamental Pumpkin Seeds.Foods (Basel, Switzerland) · 2025Article
- Chromatic acclimation shapes phytoplankton biogeography.Science advances · 2025Article
- Addressing the Problem of Lysine Glycation Prediction in Proteins via Recurrent Neural Networks.BioMed research international · 2025Article
- A Transformers-based framework for refinement of genetic variants.Frontiers in bioinformatics · 2025Article
- Using Electronic Health Records to Identify the Daily Primary Provider During Hospitalization.Critical care explorations · 2024Article
- Predicting Promoters in Multiple Prokaryotes with Prompt.Interdisciplinary sciences, computational life sciences · 2024Article
- Predicting Promoters in Multiple Prokaryotes with Prompt.Interdisciplinary sciences, computational life sciences · 2024Article
- Crispr-SGRU: Prediction of CRISPR/Cas9 Off-Target Activities with Mismatches and Indels Using Stacked BiGRU.International journal of molecular sciences · 2024Article
- A Comparative Study of Metaheuristic Feature Selection Algorithms for Respiratory Disease Classification.Diagnostics (Basel, Switzerland) · 2024Article
- Prediction of Hearing Help Seeking to Design a Recommendation Module of an mHealth Hearing App: Intensive Longitudinal Study of Feature Importance Assessment.JMIR human factors · 2024Article
- Classification of FLT3 inhibitors and SAR analysis by machine learning methods.Molecular diversity · 2024Article
42 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We show that the Confusion Entropy, a measure of performance in multiclass problems has a strong (monotone) relation with the multiclass generalization of a classical metric, the Matthews Correlation Coefficient. Analytical results are provided for the limit cases of general no-information (n-face dice rolling) of the binary classification. Computational evidence supports the claim in the general case.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.