Business Intelligence

Mining a Small Medical Data Set by Integrating the Decision Tree and t-test

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Executive Summary

Although several researchers have used statistical methods to prove that aspiration followed by the injection of 95% ethanol left in situ (retention) is an effective treatment for ovarian endometriomas, very few discuss the different conditions that could generate different recovery rates for the patients. Therefore, this study adopts the statistical method and decision tree techniques together to analyze the postoperative status of ovarian endometriosis patients under different conditions. Since the collected data set is small, containing only 212 records, the authors use all of these data as the training data.

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