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Thyroid gland influences the metabolic processes of human body due to the fact that it produces hormones. Hyperthyroidism in caused due to increase in the production of thyroid hormones. In this paper a methodology using an online ensemble of decision trees to detect thyroid-related diseases is proposed. The aim of this work is to improve the diagnostic accuracy of thyroid disease. Initially, feature...
In this paper, a novel online scheme for classification, which is based on the contextual-variant of Weighted Average Forecaster Algorithm is proposed. The proposed method adaptively partitions the data space based on contexts, and tradeoffs exploration and exploitation when fusing the predictions of the experts. The proposed algorithm is verified on disease data available in UCI Online Machine Learning...
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