1034 search results - page 113 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
119
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ECML
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Rule induction has attracted a great deal of attention in Machine Learning and Data Mining. However, generating rules is not an end in itself because their applicability ...
161
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CLEF
2011
Springer
14 years 3 months ago
2011
Springer
Author identification models fall into two major categories according to the way they handle the training texts: profile-based models produce one representation per author while in...
135
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ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
117
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
In the model-based policy search approach to reinforcement learning (RL), policies are found using a model (or "simulator") of the Markov decision process. However, for ...
142
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BMCBI
2010
15 years 3 months ago
2010
Background: Machine learning techniques have shown to improve bacterial species classification based on fatty acid methyl ester (FAME) data. Nonetheless, FAME analysis has a limit...