Heart disease classification by genetic algorithm

المؤلفون المشاركون

al-Asadi, Zaynab Falah Hasan
Husayn, Isra Abd Allah

المصدر

Journal of Babylon University : Journal of Applied and Pure Sciences

العدد

المجلد 24، العدد 9 (31 ديسمبر/كانون الأول 2016)، ص ص. 2389-2394، 6ص.

الناشر

جامعة بابل

تاريخ النشر

2016-12-31

دولة النشر

العراق

عدد الصفحات

6

التخصصات الرئيسية

الرياضيات

الملخص EN

Classification is predicting of a correct output for related inputs.

This is done by using many techniques, some of them depends on a training process that uses set of features and its related output.

In the training process, the algorithm finds the relationships between the features and its related output.

In this work, classification heart disease is done using genetic algorithms.

Genetic algorithm is used to get best successful system of classification.

The chromosome consists of the states using for classification, this means every gene acts state from database.

Database is clustered to chromosome to find fitness of chromosome(accuracy of classification).

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

al-Asadi, Zaynab Falah Hasan& Husayn, Isra Abd Allah. 2016. Heart disease classification by genetic algorithm. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 24, no. 9, pp.2389-2394.
https://search.emarefa.net/detail/BIM-1314821

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

al-Asadi, Zaynab Falah Hasan& Husayn, Isra Abd Allah. Heart disease classification by genetic algorithm. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 24, no. 9 (2016), pp.2389-2394.
https://search.emarefa.net/detail/BIM-1314821

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

al-Asadi, Zaynab Falah Hasan& Husayn, Isra Abd Allah. Heart disease classification by genetic algorithm. Journal of Babylon University : Journal of Applied and Pure Sciences. 2016. Vol. 24, no. 9, pp.2389-2394.
https://search.emarefa.net/detail/BIM-1314821

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 2394

رقم السجل

BIM-1314821