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Two equivalent methods exist to theoretically compute the optimal abstaining area for a given classification problem.
ROCs are usually used in many fields for decision making to validate a given classification method.
In these proceedings we propose a method for selecting the best SVM kernel for a given classification problem.
Wrapper approaches use a given classification algorithm for the evaluation of a specific subset of features by training and testing it with cross-validation.
Therefore, employing a study on several classifications of textile dyes will contribute to a general understanding of how well one can treat dyes from a given classification.
Anyway, the performance of a given classification system can be sometimes unsatisfactory for the needs of real applications, especially when these are characterized by large data variability and/or significant amount of noise.
Similar(32)
An analysis how good an input fits into the given classification produces the measure for the quality of the network response.
In the first step, a neural network classifier gives classification among five liver image categories.
Together, these two distributions can be used to estimate the probability that a given predictive classification will be in error.
Overestimation of soil moisture content by sensor can occur if study site soil has greater finer (silt and clay) particle contents for a given texture classification.
A given prognostic classification scheme may be too crude for some types of application.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com