JOURNAL ARTICLE

Disease Prediction System using naïve bayes

Sameer P. MeshramShital DongreTriveni Fole

Year: 2022 Journal:   International Journal for Research in Applied Science and Engineering Technology Vol: 10 (12)Pages: 1492-1496   Publisher: International Journal for Research in Applied Science and Engineering Technology (IJRASET)

Abstract

Abstract: Accurate and on-time analysis of any health-re- lated problem is vital for the prevention and treatment of the illness. The standard way of diagnosis might not be suf-ficient. Developing a diagnosis system with machine learn- ing (ML) algorithms for prediction of any disease can helpina very more accurate diagnosis than the traditional method.The proposed model is an Disease Prediction System with the help of machine learning algorithm Naive Bayes which takes the symptoms as the input and it gives the output as predicted disease. It results in saving time and also makes it easy to induce a warning about your health before it’s too late. By using this model anyone can get the result as pre- dicted disease by simply given the symptoms as input. The accuracy of this model is more than existing models.

Keywords:
Bayes' theorem Computer science Naive Bayes classifier Disease Machine learning Artificial intelligence Data mining Bayesian probability Medicine Support vector machine Pathology

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6
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0.25
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Topics

Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management

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