4660 search results - page 630 / 932 » Learning from imperfect data |
124
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COLT
2003
Springer
15 years 6 months ago
2003
Springer
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...
87
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AI
2007
Springer
15 years 4 months ago
2007
Springer
This study emphasizes the importance of using appropriate measures in particular text classification settings. We focus on methods that evaluate how well a classifier performs. The...
109
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FUZZIEEE
2007
IEEE
15 years 4 months ago
2007
IEEE
The use of bagging is explored to create an ensemble of fuzzy classifiers. The learning algorithm used was ANFIS (Adaptive Neuro-Fuzzy Inference Systems). We compare results from b...
79
Voted
EUROGP
2000
Springer
15 years 4 months ago
2000
Springer
We show genetic programming (GP) populations can evolve under the influence of a Pareto multi-objective fitness and program size selection scheme, from "perfect" programs...
104
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ACL
2008
15 years 2 months ago
2008
Previous studies of data-driven dependency parsing have shown that the distribution of parsing errors are correlated with theoretical properties of the models used for learning an...