| Paper Abstract and Keywords |
| Presentation |
2006-01-20 15:20
Evaluation Methods for Improvement of Sensory Accuracy in Spam Filter
Hiroki Tanioka, Kayoko Tonoi, Takashi Nakagawa (Justsystem) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We propose evaluation methods for improvement of sensory accuracy in spam mail filter. In spam mail filter, it is difficult to keep up with growing spam mail types, since there is real need for high-accuracy learning spam filter. Though we have no way of telling a classification performance by static accuracy, so we should estimate a dynamic accuracy in order to achieve a usability effect. The dynamic accuracy is divided into 3 evaluation figures, a primary figure, an additional learning figure and a learning convergence property. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Machine Learning / Naive Bayes / Spam Filter / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 105, Jan. 2006. |
| Paper # |
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| Date of Issue |
2006-01-13 (OIS) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
IN ICM LOIS |
| Conference Date |
2006-01-19 - 2006-01-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kyoto Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
LOIS |
| Conference Code |
2006-01-IN-TM-OIS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Evaluation Methods for Improvement of Sensory Accuracy in Spam Filter |
| Sub Title (in English) |
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| Keyword(1) |
Machine Learning |
| Keyword(2) |
Naive Bayes |
| Keyword(3) |
Spam Filter |
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| 1st Author's Name |
Hiroki Tanioka |
| 1st Author's Affiliation |
Justsystem Corporation (Justsystem) |
| 2nd Author's Name |
Kayoko Tonoi |
| 2nd Author's Affiliation |
Justsystem Corporation (Justsystem) |
| 3rd Author's Name |
Takashi Nakagawa |
| 3rd Author's Affiliation |
Justsystem Corporation (Justsystem) |
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| Speaker |
Author-2 |
| Date Time |
2006-01-20 15:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
LOIS |
| Paper # |
OIS2005-84 |
| Volume (vol) |
vol.105 |
| Number (no) |
no.529 |
| Page |
pp.29-33 |
| #Pages |
5 |
| Date of Issue |
2006-01-13 (OIS) |