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» Recoding Error-Correcting Output Codes
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MCS
2010
Springer
15 years 9 months ago
Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles
A method for applying weighted decoding to error-correcting output code ensembles of binary classifiers is presented. This method is sensitive to the target class in that a separa...
Raymond S. Smith, Terry Windeatt
131
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PKDD
2009
Springer
164views Data Mining» more  PKDD 2009»
15 years 7 months ago
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification
Sang-Hyeun Park, Johannes Fürnkranz
CCIA
2006
Springer
15 years 6 months ago
Optimal Extension of Error Correcting Output Codes
Sergio Escalera, Oriol Pujol, Petia Radeva
VISAPP
2008
15 years 3 months ago
Loss-Weighted Decoding for Error-Correcting Output Coding
Sergio Escalera, Oriol Pujol, Petia Radeva
ICML
2000
IEEE
16 years 3 months ago
Using Error-Correcting Codes for Text Classification
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
Rayid Ghani