3716 search results - page 491 / 744 » On the monotonization of the training set |
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ECML
2007
Springer
16 years 25 days ago
2007
Springer
Given a binary classification task, a ranker sorts a set of instances from highest to lowest expectation that the instance is positive. We propose a lexicographic ranker, LexRank,...
169
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ECML
2007
Springer
16 years 25 days ago
2007
Springer
Abstract. The paper investigates modification of backpropagation algorithm, consisting of discretization of neural network weights after each training cycle. This modification, a...
177
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ECML
2007
Springer
16 years 25 days ago
2007
Springer
Decision tree learning algorithms produce accurate models that can be interpreted by domain experts. However, these algorithms are known to be unstable – they can produce drastic...
170
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GECCO
2007
Springer
16 years 25 days ago
2007
Springer
With resemblance of finite-state machines to some biological mechanisms in cells and numerous applications of finite automata in different fields, this paper uses analogies an...
170
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ICANNGA
2007
Springer
16 years 25 days ago
2007
Springer
Currently the best algorithms for transcription factor binding site predictions are severely limited in accuracy. However, a non-linear combination of these algorithms could improv...