文章基本信息

标题：Predictive Data Mining for Diagnosis of Thyroid Disease using Neural Network
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作者：Prerana ; Parveen Sehgal ; Khushboo Taneja 等
期刊名称：International Journal of Research in Management, Science & Technology
印刷版ISSN：2321-3264
出版年度：2015
卷号：3
期号：2
出版社：Prannath Parnami Institute of Management & Technology, Hisar
摘要：This paper presents a systematic approach for earlier diagnosis of Thyroid disease using back propagation algorithm used in neural network. Back propagation algorithm is a widely used algorithm in this field. ANN has been developed based on back propagation of error used for earlier prediction of disease. ANN was subsequently trained with experimental data and testing is carried out using data that was not used during training process. Results show that outcome of ANN is in good agreement with experimental data; this indicates that developed neural network can be used as an alternative for earlier prediction of a disease
关键词：Back propagation; decision tree; gradient descent; prediction; Supervised Learning