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ABSTRACT: Confusion matrices are graphical objects used in machine learning to demonstrate the efficacy of models. They frequently take the form of brightly colored figures adorning scientific reports and technical documents. Guiding readers of these texts through an interpretation of models with their special affordances, such as diagonal lines that ...
James E. Dobson
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ABSTRACT: Confusion matrices are graphical objects used in machine learning to demonstrate the efficacy of models. They frequently take the form of brightly colored figures adorning scientific reports and technical documents. Guiding readers of these texts through an interpretation of models with their special affordances, such as diagonal lines that ...
James E. Dobson
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Confusion Matrix Analysis for NPS
24th Pan-Hellenic Conference on Informatics, 2020Net Promoter Score (NPS) is a widely used Customer Experience Metric which when analyzed against specific attributes of experience (e.g., satisfaction associated with call center, website, etc.) leads to a classification problem with an 11×11 confusion matrix. The categorization of customers according to NPS methodology and the calculation of NPS index
Ioannis Markoulidakis +5 more
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A Bayesian interpretation of the confusion matrix
Annals of Mathematics and Artificial Intelligence, 2017zbMATH Open Web Interface contents unavailable due to conflicting licenses.
O. Caelen
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Confusion plot for the confusion matrix
Journal of the Korean Data And Information Science Society, 2021C. Hong
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Petra, 2021
The paper presents a novel method for reducing a multi-class Confusion Matrix into a 2 × 2 version enabling the use of the relevant performance metrics and methods like the Receiver Operator Characteristic and the Area Under the Curve for the assessment ...
Ioannis Markoulidakis +3 more
semanticscholar +1 more source
The paper presents a novel method for reducing a multi-class Confusion Matrix into a 2 × 2 version enabling the use of the relevant performance metrics and methods like the Receiver Operator Characteristic and the Area Under the Curve for the assessment ...
Ioannis Markoulidakis +3 more
semanticscholar +1 more source
Phaged and confused by biofilm matrix
Nature Microbiology, 2017Bacterial biofilms fabricate an extracellular amyloid fibre network that intimately links cells together and inhibits the ability of bacteriophages to penetrate the biofilm.
Janet E, Price, Matthew R, Chapman
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Confusion Matrix Analysis for Form Perception
Human Factors: The Journal of the Human Factors and Ergonomics Society, 1967The Constant-Ratio Rule (CRR), an empirical technique for analysis of confusion matrices, was developed for use in predicting intelligibility of speech syllables. This study investigated the validity of the rule when applied to the data from experiments on visual form perception.
R D, Engstrand, G, Moeller
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Multimodal Data Fusion Using Canonical Variates Analysis Confusion Matrix Fusion
IEEE Aerospace Conference, 2021Data fusion from a variety of sources requires alignment, association, and analysis. One method to determine the relationship between two variables measuring the same information is a correlation analysis.
Erik Blasch +3 more
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