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Implementation of Bayes Classifier and Discrimination Functions in Matlab
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JA - Elektronika a optoelektronika, elektrotechnika
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayes Classifier and Loss Functions
of classes. The objects are characterized by n-features. The paper focuses on the Bayes classifier based on the probability principle with the fixed number of the features duringthe classification process. The Bayes cl...
AE - Řízení, správa a administrativa
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayes Classifier In Multidimensional Data Classification
This paper deals with the classification of objects into the limited number of classes. Objects are characterised by n-features, e.g. n-dimensional vectors describe them. The paper focuses on the Bayes classifier based on the probab...
BD - Teorie informace
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayes Classifier and Loss Functions
of classes. The objects are characterized by n-features. The paper focuses on the Bayes classifier based on the probability principle with the fixed number of the features duringthe classification process. The Bayes cl...
AE - Řízení, správa a administrativa
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Depth-weighted Bayes classification
on data depth and focus on the centre of each class. The classifiers add either a depth or a depth rank term to the objective function of the Bayes classifier the Bayes classifier. Properties of the new m...
Statistics and probability
- 2018 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
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Application of naïve Bayes in classification of use cases
Our supportive method helps improve accuracy of software effort estimation, using results of classification of Use Cases. They are classified using machine-learning method called Naïve Bayes Classifier. The result of this c...
IN - Informatika
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Balanced Bayes classifier
The article presents a new modification of statistics processing in the Bayesian classifier of operational failure states. Modification allows to use training data sets with considerably different lengths for individual operating modes. Usin...
Automation and control systems
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Information -Theoretic Feature Selection Algorithms for Text Classification
Basic themes of document: Text classification; feature selection; mutual information; forward selection algorithm; naive Bayes classifier; support vector machine......
BD - Teorie informace
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Approximation of Bayes classifier using t-mixtures.
Annotation not available...
BB - Aplikovaná statistika, operační výzkum
- 1998 •
- D
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D - Stať ve sborníku
Comparison of k-Means and Bayes classifiers for Human Body Motions Classification
This paper deals with a comparison of k-Means and Bayes classifiers designed for classification of the human body motions classification. The main task of this paper is to compare the performance and the reliability of classifie...
JA - Elektronika a optoelektronika, elektrotechnika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
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