@inproceedings{76c5659dac8843b7afd08b6c41f35d59,
title = "Developing a rule evaluation support method based on objective indices",
abstract = "In this paper, we present an evaluation of a rule evaluation support method for post-processing of mined results with rule evaluation models based on objective indices. To reduce the costs of rule evaluation task, which is one of the key procedures in data mining post-processing, we have developed the rule evaluation support method with rule evaluation models, which are obtained with objective indices of mined classification rules and evaluations of a human expert for each rule. Then we have evaluated performances of learning algorithms for constructing rule evaluation models on the meningitis data mining as an actual problem and five rulesets from the five kinds of UCI datasets. With these results, we show the availability of our rule evaluation support method.",
keywords = "Data mining, Objective indices, Post-processing, Rule evaluation support",
author = "Hidenao Abe and Shusaku Tsumoto and Miho Ohsaki and Takahira Yamaguchi",
year = "2006",
month = jan,
day = "1",
doi = "10.1007/11795131_66",
language = "English",
isbn = "3540362975",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "456--461",
booktitle = "Rough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings",
note = "First International Conference on Rough Sets and Knowledge Technology, RSKT 2006 ; Conference date: 24-07-2006 Through 26-07-2006",
}