| Presentation | 2003/9/8 Experimental Evaluation of Time-series Decision Tree Yuu YAMADA, Einoshin SUZUKI, Hideto YOKOI, Katsuhiko TAKABAYASHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we give experimental evaluation of our time-series decision tree induction method under various conditions. It has been empirically observed that the method induces accurate and comprehensive decision trees in time-series classification, which has gaining increasing attention due to its importance in various real-world applications. The evaluation has revealed several important findings including interaction between a split test and its goodness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Time-series Decision Tree / Time-series Classification / Split Test / Misclassification cost / Medical Test Data |
| Paper # | AI2003-54 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2003/9/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Experimental Evaluation of Time-series Decision Tree |
| Sub Title (in English) | |
| Keyword(1) | Time-series Decision Tree |
| Keyword(2) | Time-series Classification |
| Keyword(3) | Split Test |
| Keyword(4) | Misclassification cost |
| Keyword(5) | Medical Test Data |
| 1st Author's Name | Yuu YAMADA |
| 1st Author's Affiliation | Faculty of Engineering, Yokohama National University() |
| 2nd Author's Name | Einoshin SUZUKI |
| 2nd Author's Affiliation | Faculty of Engineering, Yokohama National University |
| 3rd Author's Name | Hideto YOKOI |
| 3rd Author's Affiliation | Division of Medical Informatics, Chiba University Hospital |
| 4th Author's Name | Katsuhiko TAKABAYASHI |
| 4th Author's Affiliation | Division of Medical Informatics, Chiba University Hospital |
| Date | 2003/9/8 |
| Paper # | AI2003-54 |
| Volume (vol) | vol.103 |
| Number (no) | 305 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |