Identifying diseases and diagnosis using machine learning

The method that is use to optimize the criterion efficiency that depend on the previous experience is known as machine learning. By using the statistics theory it creates the mathematical model, and its major work is to surmise from the examples gave. To take the data straightforwardly from the info...

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Main Authors: Iswanto, I., Laxmi Lydia, E., Shankar, K., Nguyen, P.T., Hashim, W., Maseleno, A.
Format: Article
Language:English
Published: 2020
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spelling my.uniten.dspace-129032020-07-07T04:25:02Z Identifying diseases and diagnosis using machine learning Iswanto, I. Laxmi Lydia, E. Shankar, K. Nguyen, P.T. Hashim, W. Maseleno, A. The method that is use to optimize the criterion efficiency that depend on the previous experience is known as machine learning. By using the statistics theory it creates the mathematical model, and its major work is to surmise from the examples gave. To take the data straightforwardly from the information the approach uses computational methods. For recognize and identify the disease correctly a pattern is very necessary in Diagnosis recognition of disease. for creating the different models machine learning is used, this model can use for prediction of output and this output is depend on the input that is related to the data which previously used. For curing any disease it is very important to identify and detect that disease. For classify the disease classification algorithms are used. It uses are many dimensionality reduction algorithms and classification algorithms. Without externally modified the computer can learn with the help of the machine learning. For taking the best fit from the observation set the hypothesis is selected. Multi-dimensional and high dimensional are used in machine learning. By using machine learning automatic and classy algorithms can build. © BEIESP. 2020-02-03T03:27:42Z 2020-02-03T03:27:42Z 2019 Article 10.35940/ijeat.F1297.0886S219 en
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
description The method that is use to optimize the criterion efficiency that depend on the previous experience is known as machine learning. By using the statistics theory it creates the mathematical model, and its major work is to surmise from the examples gave. To take the data straightforwardly from the information the approach uses computational methods. For recognize and identify the disease correctly a pattern is very necessary in Diagnosis recognition of disease. for creating the different models machine learning is used, this model can use for prediction of output and this output is depend on the input that is related to the data which previously used. For curing any disease it is very important to identify and detect that disease. For classify the disease classification algorithms are used. It uses are many dimensionality reduction algorithms and classification algorithms. Without externally modified the computer can learn with the help of the machine learning. For taking the best fit from the observation set the hypothesis is selected. Multi-dimensional and high dimensional are used in machine learning. By using machine learning automatic and classy algorithms can build. © BEIESP.
format Article
author Iswanto, I.
Laxmi Lydia, E.
Shankar, K.
Nguyen, P.T.
Hashim, W.
Maseleno, A.
spellingShingle Iswanto, I.
Laxmi Lydia, E.
Shankar, K.
Nguyen, P.T.
Hashim, W.
Maseleno, A.
Identifying diseases and diagnosis using machine learning
author_facet Iswanto, I.
Laxmi Lydia, E.
Shankar, K.
Nguyen, P.T.
Hashim, W.
Maseleno, A.
author_sort Iswanto, I.
title Identifying diseases and diagnosis using machine learning
title_short Identifying diseases and diagnosis using machine learning
title_full Identifying diseases and diagnosis using machine learning
title_fullStr Identifying diseases and diagnosis using machine learning
title_full_unstemmed Identifying diseases and diagnosis using machine learning
title_sort identifying diseases and diagnosis using machine learning
publishDate 2020
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score 13.222552