1034 search results - page 61 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
77
Voted
JETAI
2010
14 years 11 months ago
2010
Algorithm performance evaluation is so entrenched in the Machine Learning community that one could call it an addiction. Like most addictions, it is harmful and very difficult to ...
92
Voted
KDD
2003
ACM
16 years 1 months ago
2003
ACM
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
103
Voted
ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
This paper presents a distributed Support Vector Machine (SVM) algorithm in order to detect malicious software (malware) on a network of mobile devices. The light-weight system mo...
125
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ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper presents a novel discriminative learning technique for label sequences based on a combination of the two most successful learning algorithms, Support Vector Machines an...
118
Voted
AAAI
2012
13 years 3 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...