使用机器学习算法预测老年痴呆症

Bharati Wukkadada, Kirti Wankhede, S. Rajesh, C. Ria, Tridib Chakraborty
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引用次数: 0

摘要

机器学习是人工智能中使用的第一个也是最重要的东西,基本上它的作用是赋予计算机在注入数据的帮助下自主学习的能力。在我们的研究中,我们选择了ML,因为它将有助于减少预测的时间,从而使治疗更快。此外,在机器学习中,计算机在没有人类帮助的情况下自动学习,因此不需要人类一直参与。由于人的记忆和推理受到这种疾病的影响,日常琐事受到阻碍。我们正在尝试使用机器学习技术来预测一个人是否会患有阿尔茨海默病。早期的研究是使用SVM等ml算法完成的,但也因为我们使用的是更大的数据集,KNN算法会给我们一个很好的结果,可以帮助我们更准确地预测上述疾病。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Alzheimer Prediction using Machine Learning Algorithm
Machine-learning is the first and foremost thing that is used in artificial - intelligence, basically what that does is it gives a computer the ability to learn on its own with the help of data that is injected into it. In our research, we have chosen ML because it will help to reduce the time for prediction, and as a result, treatment will be faster. Moreover, in ML, the computer learns automatically without the assistance of humans, thus human participation is not required all the time. As a result of the person’s memory and reasoning being impacted by this disease, daily chores are hampered. We are trying to predict whether a person will have an Alzheimer’s problem or not using machine learning techniques. Earlier research was done using ml algorithms such as SVM, but also because we are using a larger data set, KNN algorithms will give us a good result and can help us predict the above disease more accurately.
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