1078 search results - page 164 / 216 » Using Machine Learning to Support Debugging with Tarantula |
119
Voted
FSKD
2007
Springer
15 years 8 months ago
2007
Springer
Naïve Bayes is a well-known effective and efficient classification algorithm, but its probability estimation performance is poor. Averaged One-Dependence Estimators, simply AODE,...
198
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CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
Structured outputs such as multidimensional vectors or graphs are frequently encountered in real world pattern recognition applications such as computer vision, natural language pr...
143
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ISCIS
2005
Springer
15 years 8 months ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
106
Voted
FSKD
2006
Springer
15 years 6 months ago
2006
Springer
This paper presents an investigation into the combination of different classifiers for toxicity prediction. These classification methods involved in generating classifiers for comb...
117
Voted
IJCAI
2007
15 years 3 months ago
2007
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...