1766 search results - page 28 / 354 » Classifier Selection Based on Data Complexity Measures |
105
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ICML
2001
IEEE
15 years 10 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,...
ICDM
2007
IEEE
15 years 4 months ago
2007
IEEE
Experimental methodology for evaluating classification algorithms in relational (i.e., networked) data is complicated by dependencies between related data instances. We survey the...
172
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AUSDM
2008
Springer
14 years 11 months ago
2008
Springer
Supervised text categorization is a machine learning task where a predefined category label is automatically assigned to a previously unlabelled document based upon characteristic...
IWANN
2001
Springer
15 years 2 months ago
2001
Springer
One of the main research concern in neural networks is to find the appropriate network size in order to minimize the trade-off between overfitting and poor approximation. In this ...
ICPR
2002
IEEE
15 years 11 months ago
2002
IEEE
Psychophysical studies have shown that humans actively exploit temporal information such as contiguity of images in object recognition. We have recently developed a recognition sy...