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A new hybrid method based on local fisher discriminant analysis and support vector machines for hepatitis disease diagnosis.
Hui-Ling Chen
Dayou Liu
Bo Yang
Jie Liu
Gang Wang
Published in:
Expert Syst. Appl. (2011)
Keyphrases
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disease diagnosis
support vector
learning machines
large margin classifiers
comparative analysis
loss function
logistic regression
hybrid method
classification accuracy
kernel function
maximum margin
cross validation
support vector machine
svm classifier
early diagnosis
heart disease
pattern recognition