Fair evaluation of classifier predictive performance based on binary confusion matrix. (English) Zbl 07847881
MSC:
62-08
Found 30 Documents (Results 1–30)
Analysing misclassifications in confusion matrices. (English) Zbl 07923471
Kitsos, Christos P. (ed.) et al., Statistical modelling and risk analysis. Selected contributions from the 9th international conference, ICRA9, Perugia, Italy, May 25–27, 2022. Cham: Springer. Springer Proc. Math. Stat. 430, 27-39 (2023).
MSC:
62-XX
Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes. (English) Zbl 07670271
Similarity-reduced diversities: the effective entropy and the reduced entropy. (English) Zbl 07512355
MSC:
62H30
A close-up comparison of the misclassification error distance and the adjusted Rand index for external clustering evaluation. (English) Zbl 1534.62176
MSC:
62P15
Three-way confusion matrix for classification: a measure driven view. (English) Zbl 1456.68206
MSC:
68T37
Indices for rough set approximation and the application to confusion matrices. (English) Zbl 1468.68235
MSC:
68T37
\(\mathcal{K}\)-formal concept analysis as linear algebra over idempotent semifields. (English) Zbl 1441.68249
Misunderstood and unattributed: revisiting M. H. Doolittle’s measures of association, with a note on Bayes’ theorem. (English) Zbl 07665853
Am. Stat. 70, No. 1, 63-73 (2016); correction ibid. 70, No. 2, 225 (2016).
MSC:
62-XX
Classify vertebrate hemoglobin proteins by incorporating the evolutionary information into the general PseAAC with the hybrid approach. (English) Zbl 1405.92219
A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier. (English) Zbl 1336.62196
Bayesian methods for intelligent task assignment in crowdsourcing systems. (English) Zbl 1418.91180
Guy, Tatiana V. (ed.) et al., Decision making: uncertainty, imperfection, deliberation and scalability. Extended versions of six selected contributions based on the presentations at the workshop “Scalable decision making: uncertainty, imperfection, deliberation”, Prague, Czech Republic, 2013. Cham: Springer. Stud. Comput. Intell. 538, 1-32 (2015).
MSC:
91B06
Estimation and visualization of confusability matrices from adaptive measurement data. (English) Zbl 1203.91258
A new chaos-based encryption method for color image. (English) Zbl 1196.68304
Wang, Guoyin (ed.) et al., Rough sets and knowledge technology. First international conference, RSKT 2006, Chongqing, China, July 24–26, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-36297-5/pbk). Lecture Notes in Computer Science 4062. Lecture Notes in Artificial Intelligence, 671-678 (2006).
Contextual post-processing based on the confusion matrix in offline handwritten Chinese script recognition. (English) Zbl 1070.68592
MSC:
68T10
Compact integer-programming models for extracting subsets of stimuli from confusion matrices. (English) Zbl 1293.62239
Mathematical studies of the information in the stimulus-response matrix. (English) Zbl 1011.91080
Reviewer: János Aczél (Waterloo / Ontario)
Best linear corrector of classification estimates of proportions of objects in several unknown classes. (English) Zbl 0761.62081
Maximum-entropy and Bayesian methods in science and engineering. Vol. I: Foundations. Vol II: Applications. (Proceedings of the 5th, 6th and 7th workshops held at the University of Wyoming, August 5-8, 1985, and at Seattle University, August 5-8, 1986, and August 4-7, 1987). (English) Zbl 0665.62006
Fundamental Theories of Physics, 31-32. Dordrecht etc.: Kluwer Academic Publishers. x, 316 p./Vol. I; ix, 436 p./Vol II, £98.00/set (1988).
Reviewer: K.Piasecki
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