Question
An important notion for a classier is that of consistency. Roughly, a classication algorithm is consistent if, whenever it has access to innite amounts of
An important notion for a classier is that of consistency. Roughly, a classication algorithm is consistent if, whenever it has access to innite amounts of training data, its error rate approaches the optimal error rate. Consider the noise-free setting, where the optimal error rate is zero. Is the one-nearest-neighbor algorithm consistent in this setting?
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Advances In Databases And Information Systems 22nd European Conference Adbis 2018 Budapest Hungary September 2 5 2018 Proceedings Lncs 11019
Authors: Andras Benczur ,Bernhard Thalheim ,Tomas Horvath
1st Edition
3319983970, 978-3319983974
