INTERACTIVELY TRAINING PIXEL CLASSIFIERS
Published in International Journal of Pattern Recognition and Artificial Intelligence • Mar 1, 1999
Authors:,,
Justus Piater
Edward M. Riseman
Paul E. Utgoff
Abstract
For typical classification tasks, all training data are prepared in advance and are supplied to the classifier all at once. This is unnecessarily expensive and incurs overfitting problems, since the individual contributions of the training instances to the classifier are not known. We address this b...
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