2166 search results - page 36 / 434 » Support Vector Regression Machines |
140
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DAGM
2004
Springer
15 years 4 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
ICMCS
2007
IEEE
15 years 6 months ago
2007
IEEE
Typical music emotion classification (MEC) approaches categorize emotions and apply pattern recognition methods to train a classifier. However, categorized emotions are too ambigu...
115
Voted
TIT
2002
15 years 4 days ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
102
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ML
2007
ACM
15 years 13 hour ago
2007
ACM
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
ECML
2005
Springer
15 years 6 months ago
2005
Springer