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Using unsupervised analysis to constrain generalization bounds for support vector classifiers.
Sergio Decherchi
Sandro Ridella
Rodolfo Zunino
Paolo Gastaldo
Davide Anguita
Published in:
IEEE Trans. Neural Networks (2010)
Keyphrases
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multi class
generalization bounds
neural network
machine learning
artificial neural networks
active learning
semi supervised
linear classifiers
supervised learning
theoretical analysis
prediction accuracy
data dependent
statistical learning theory