2593 search results - page 301 / 519 » Learning Visual Attributes |
103
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We propose a simple, novel and yet effective method for building and testing decision trees that minimizes the sum of the misclassification and test costs. More specifically, we f...
107
Voted
AI
2009
Springer
15 years 9 months ago
2009
Springer
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
142
Voted
EUSAI
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. We explore the use of ubiquitous sensing in the home for contextsensitive microlearning. To assess how users would respond to frequent and brief learning interactions tie...
142
Voted
ECML
2005
Springer
15 years 8 months ago
2005
Springer
We study cost-sensitive learning of decision trees that incorporate both test costs and misclassification costs. In particular, we first propose a lazy decision tree learning that ...
124
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AAAI
2007
15 years 5 months ago
2007
Much of artificial intelligence research is focused on devising optimal solutions for challenging and well-defined but highly constrained problems. However, as we begin creating...