Inducing and Evaluating Rule-Based Classification Models from Data
Електронний науковий архів Науково-технічної бібліотеки Національного університету "Львівська політехніка"
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Inducing and Evaluating Rule-Based Classification Models from Data
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| Creator |
Zavaliy, Taras
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| Subject |
data mining
rule extraction classification soft computing rough sets ROC curve |
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| Description |
The psychological testing results, which were analyzed by the author, are used for decision-making about admitting the power engineering specialists to work. The author describes the rough sets approach and its application for mining rules from data tables. These rules form a classification models that are used to classify new examples. The role of hitting fraction in model induction is considered Success rate and ROC curves are used for model evaluation. All of the analysis mis done with free Rosetta software.
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| Date |
2010-05-25T07:35:02Z
2010-05-25T07:35:02Z 2009 |
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| Type |
Article
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| Identifier |
Zavaliy T. Inducing and Evaluating Rule-Based Classification Models from Data./ T. Zavaliy // Computer science and engineering : proc. of the third intern. conf. of toung scientists, May 14-16, 2009, Lviv, Ukraine. - Lviv, 2009 - С. 55-57.
http://ena.lp.edu.ua:8080/handle/ntb/3572 |
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| Language |
en
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| Publisher |
Національний університет "Львівська політехніка"
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