2007 IEEE/ICME International Conference on Complex Medical Engineering 2007
DOI: 10.1109/iccme.2007.4382084
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Evaluating Learning Costs to Predict Human Interests with Rule Evaluation Models based on Objective Indices

Abstract: In this paper, we present an evaluation of learning costs of rule evaluation models based on objective indices for an iterative rule evaluation support method in data mining postprocessing. Post-processing of mined results is one of the key processes in a data mining process. However, it is difficult for human experts to completely evaluate several thousands of rules from a large dataset with noises. To reduce the costs in such rule evaluation task, we have developed the rule evaluation support method with rul… Show more

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