Searching for "Hypothesis Spaces for Learning." – sorted by Relevance.
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Learning Internal Representations
- … the most important problem in machine learning is the preliminary biasing of a learner's hypothesis space…
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A Theory Of Learning Classification Rules
- … three components: the hypothesis space, the learning protocol, and criteria for successful learning…
- Cited by 74 (6 self) – Add To MetaCart
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"Practical" PAC Analyses of Instance-Based Learning Algorithms
- … ffi + log jH L C j ffl ), where H L C is the hypothesis space of the learning algorithm L w…
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Detecting Interesting Instances
- …, the hypothesis space is enlarged in order to characterize local patterns in a second learning step. 1…
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HYDRA-MM: learning multiple descriptions to improve classification accuracy
- … are particularly helpful for improving accuracy in hypothesis spaces in which there are many equally good rules…
- Cited by 8 (2 self) – Add To MetaCart
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On learning multiple descriptions of a concept
- … over all possible hypotheses in the hypothesis space of the learning algorithm. In practice, we only…
- Cited by 9 (1 self) – Add To MetaCart
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Detecting Interesting Instances
- …. This structure of the hypothesis space is used while doing top-down search for learning. If a rule is learned its…
- Cited by 6 (2 self) – Add To MetaCart
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Learning Long-Distance Agreement Phonotactics
- …-Distance Agreement Phonotactics Jeff Heinz Inductive Learning and the Hypothesis Space • Learning cannot take place…
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Text Categorization with Support Vector Machines: Learning with Many Relevant Features
- ….1 Non-linear Hypothesis Spaces To learn nonlinear hypotheses, SVMs make use of convolution functions K…
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A Formalization of Explanation-Based Macro-operator Learning
- …. We show that when a domain and the hypothesis space of the learning system satisfy these biases…
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