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Image of PERBANDINGAN METODE DEMPSTER SHAFER DAN DECISION TREE UNTUK DIAGNOSA VIRUS INFLUENZA PADA MANUSIA

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PERBANDINGAN METODE DEMPSTER SHAFER DAN DECISION TREE UNTUK DIAGNOSA VIRUS INFLUENZA PADA MANUSIA

Maulina, Salsabela - Personal Name;

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Influenza is a disease caused by the influenza virus that can easily attack anyone. In this study compared the Dempster Shafer and Decision Tree methods for the diagnosis of influenza disease in humans. The Decision Tree method establishes rules for diagnosing influenza in humans as a support in making decisions about the disease suffered. Uncertainty calculations are needed in expert systems so that system diagnostic results can be as accurate as an expert. One method for performing uncertainty calculations is to use the Dempster Shafer method. So the purpose of this study is to find a comparison of the Dempster Shafer and Decision Tree methods for the diagnosis of influenza which is obtained through experts totaling 17 symptoms and 3 types of diseases. This study used 61 test data obtained from the practice of Dr. Nyayu Aisyah. From the test results, the Dempster Shafer method obtained an accuracy percentage of 65% while the Decision Tree method obtained an accuracy percentage of 91%. It can be concluded that the Decision Tree method is better than the Dempster Shafer method in diagnosing influenza.


Availability
Inventory Code Barcode Call Number Location Status
2307002402T112883T1128832023Central Library (Referens)Available
Detail Information
Series Title
-
Call Number
T1128832023
Publisher
Indralaya : Jurusan Teknik Informatika, Fakultas Ilmu Komputer Universitas Sriwijaya., 2023
Collation
xvi, 116 hlm.; Ilus.; 29 cm
Language
Indonesia
ISBN/ISSN
-
Classification
001.420 7
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Metode
Jurusan Teknik Informatika
Specific Detail Info
-
Statement of Responsibility
FIRA
Other version/related

No other version available

File Attachment
  • PERBANDINGAN METODE DEMPSTER SHAFER DAN DECISION TREE UNTUK DIAGNOSA VIRUS INFLUENZA PADA MANUSIA
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