An Investigation of the Effects of Correlation, Autocorrelation, and Sample Size in Classifier Fusion
Language: English
Published by BIBLIOSCHOLAR, 2012
- Softcover
- Used
Seller: Buchpark, Trebbin, GermanyBuchpark
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Condition: Used - Fine
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Add to basketItem description from seller
Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | This thesis extends the research found in Storm, Bauer, and Oxley, 2003. Data correlation effects and sample size effects on three classifier fusion techniques and one data fusion technique were investigated. Identification System Operating Characteristic Fusion (Haspert, 2000), the Receiver Operating Characteristic "Within" Fusion method (Oxley and Bauer, 2002), and a Probabilistic Neural Network were the three classifier fusion techniques; a Generalized Regression Neural Network was the data fusion technique. Correlation was injected into the data set both within a feature set (autocorrelation) and across feature sets for a variety of classification problems, and sample size was varied throughout. Total Probability of Misclassification (TPM) was calculated for some problems to show the effect of correlation on TPM.
Seller Inventory # 23538830/2
- Title
- An Investigation of the Effects of Correlation, Autocorrelation, and Sample Size in Classifier Fusion
- Author
- Nathan J. Leap
- Publisher
- BIBLIOSCHOLAR
- Publication year
- 2012
- Condition
- Sehr gut
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1288326947
- ISBN 13
- 9781288326945
- Seller catalogs
- Bücher
"Synopsis" may belong to another edition of this title.
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