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A class possibility based kernel to increase classification accuracy for small data sets using support vector machines.
Der-Chiang Li
Chiao-Wen Liu
Published in:
Expert Syst. Appl. (2010)
Keyphrases
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small data sets
kernel function
kernel methods
increase classification accuracy
database
feature space
machine learning
genetic algorithm
neural network
artificial intelligence
principal component analysis
class separability
learning to classify
linear separability