Prediction of Heart Disease using Decision Tree over Logisti…

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2023
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Work Details
  • DOI 10.18137/cardiometry.2022.25.15141519
  • OpenAlex ID W4367335967
  • Type Article
  • Language EN
  • Published 14 Feb 2023
  • Pages 1514–1519
  • Source Cardiometry
  • Publisher Russian New University
  • FWCI 0.42
  • Countries 1
  • Institutions 1
  • Added 10 Oct 2025
  • Updated 11 Sep 2026
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Prediction of Heart Disease using Decision Tree over Logistic Regression using Machine Learning with Improved Accuracy

Article 2023 EN Gold

Aim: Predicting heart disease using the Decision Tree and comparing its feature extraction precision with the Logistic Regression algorithm for improving the accuracy of the prediction. Methods and Materials: In the proposed work, predicting heart disease was carried out using machine learning algorithms such as Logistic Regression (n=10) and Decision tree (n=10). Here the pretest power analysis w…

2

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19

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2

Authors

0.42

FWCI

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1 SDGs
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2 authors
#AuthorInstitutionsORCID
1 R.K.N.S. Shanmukha Saveetha University (IN) —
2 K. Thinakaran Saveetha University (IN) —

Data: OpenAlex