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Blood Transfusion System Using Data Mining Techniques and GRA

机译:使用数据挖掘技术和GRA的输血系统

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We are suggesting a blood transfusion system based on various data mining algorithms. We have applied and compared various algorithms such as Decision tree, Random forest and logistic regression, before and after applying GRA. The algorithm with most efficiency will be used to develop a system for predicting the nature of a blood donor, based on past data of donation. The prediction will be useful at various blood donation camps for contacting the donors, in case of a requirement.
机译:我们建议基于各种数据挖掘算法的输血系统。在应用GRA之前和之后,我们已经应用并比较了各种算法,例如决策树,随机森林和逻辑回归。基于过去的捐赠数据,效率最高的算法将用于开发一个预测献血者性质的系统。如果有需要,该预测将在各种献血营地与供血者联系时很有用。

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