Improved Machine Learning Algorithm for Heart Disease Prediction Based on Hyperparameter Tuning-Reference-Cited by-同舟云学术

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Improved Machine Learning Algorithm for Heart Disease Prediction Based on Hyperparameter Tuning

Published:2023-09-12 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)
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Author:

Cynthia Eka Pandu¹,Mohamad Samuri Suzani Binti²,Li Wang Shir²,Ismanto Edi³,Afriyanti Liza¹,Arifandy M. Imam¹

Affiliation:

1. Universitas Islam Negeri Sultan Syarif Kasim Riau,Faculty of Science and Technology,Pekanbaru,Indonesia

2. Universiti Pendidikan Sultan Idris,Faculty of Computer and Meta Technology,Tanjung Malim,Malaysia

3. Universitas Muhammadiyah Riau,Department of Informatics Education,Pekanbaru,Indonesia

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10291172/10291205/10291753.pdf?arnumber=10291753

Reference38 articles.

1. Using Machine Learning to Predict Heart Disease

2. Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms

3. Performance Comparison of Grid Search and Random Search Methods for Hyperparameter Tuning in Extreme Gradient Boosting Algorithm to Predict Chronic Kidney Failure

4. Attribute Balanced Leveling with Ada Boost Regressor for Predicting Heart Disease using Machine Learning

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