116 search results - page 11 / 24 » Evaluation of decision trees: a multi-criteria approach |
PKDD
2005
Springer
15 years 4 months ago
2005
Springer
Abstract. A system of nested dichotomies is a hierarchical decomposition of a multi-class problem with c classes into c − 1 two-class problems and can be represented as a tree st...
116
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SETN
2004
Springer
15 years 4 months ago
2004
Springer
Abstract. Single classifiers, such as Neural Networks, Support Vector Machines, Decision Trees and other, can be used to perform classification of data for relatively simple proble...
HIS
2008
15 years 15 days ago
2008
The class imbalance problem (when one of the classes has much less samples than the others) is of great importance in machine learning, because it corresponds to many critical app...
100
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HASE
2007
IEEE
15 years 5 months ago
2007
IEEE
Fault Tree Analysis (FTA) is a safety-analysis technique that has been recently extended to accommodate product-line engineering for critical domains. This paper describes a tool-...
QSIC
2007
IEEE
15 years 5 months ago
2007
IEEE
Web application testers need automated, effective approaches to validate the test results of complex, evolving web applications. In previous work, we developed a suite of automate...