668 search results - page 1 / 134 » Hyperrelations in version space |
89
Voted
SAC
2002
ACM
15 years 20 days ago
2002
ACM
A version space is a set of all hypotheses consistent with a given set of training examples, delimited by the specific boundary and the general boundary. In existing studies [5, 6...
109
Voted
KDID
2003
15 years 2 months ago
2003
We introduce generalized version space trees, a novel data structure that serves as a condensed representation in inductive databases for graph mining. Generalized version space tr...
98
Voted
RSFDGRC
1999
Springer
15 years 5 months ago
1999
Springer
Inspired with Version Space learning, the Iterated Version Space Algorithm (IVSA) has been designed and implemented to learn disjunctive concepts. IVSA dynamically partitions its s...
93
Voted
AI
2004
Springer
15 years 28 days ago
2004
Springer
A version space is a collection of concepts consistent with a given set of positive and negative examples. Mitchell [Mit82] proposed representing a version space by its boundary s...
106
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ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
Machine learning research has been very successful at producing powerful, broadlyapplicable classification learners. However, many practical learning problems do not fit the class...