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| Title | A Note on Concept Learning with Membership Queries (in Japanese) |
|---|---|
| Authors | Yoshifumi Ukita 、Toshiyasu Matsushima 、Shigeichi Hirasawa |
| Released Year | 1995 |
| Format | Conference |
| Category | Knowledge information processing |
| Jounal Name | Proceedings of the 18th Symposium on Information Theory and Its Applications |
| Jounal Page | vol.18, no.31, pp.537-540 |
| Published Year | 1995 |
| Published Month | 10 |
| Abstract （English） |
This paper introduce criterion, which is used in pattern recognition field, into inductive inferece. We have three criterion as follows. One is minimizing the average error probability for the fixed number of queries. Another is minimizing the number of queries for the average error probability. The other is minimizing the average of total cost. And then we show it is possible to learn the concept efficiently by placing some restriction on the hypothesis language. |
| Note （English） |
1 |
| Manuscript | |
| Presentation |
