2665 search results - page 282 / 533 » Bundle Methods for Machine Learning |
118
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ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
Previous discretization techniques have discretized numeric attributes into disjoint intervals. We argue that this is neither necessary nor appropriate for naive-Bayes classifiers...
144
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ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
This work is concerned with the estimation of a classifier's accuracy. We first review some existing methods for error estimation, focusing on cross-validation and bootstrap,...
ALT
2008
Springer
15 years 11 months ago
2008
Springer
Abstract. The nearest neighbor and the perceptron algorithms are intuitively motivated by the aims to exploit the “cluster” and “linear separation” structure of the data to...
118
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ECTEL
2009
Springer
15 years 9 months ago
2009
Springer
While reading documents, people commonly make annotations: they underline or highlight text and write comments in the margin. Making annotations during reading activities has been ...
101
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MLDM
2009
Springer
15 years 9 months ago
2009
Springer
A number of two-class classification methods first discretize each attribute of two given training sets and then construct a propositional DNF formula that evaluates to True for ...