Figures index

From

Performance Evaluation and Comparison of Heart Disease Prediction Using Machine Learning Methods with Elastic Net Feature Selection

Sanjib Ghosh, Muhammad Alamgir Islam

American Journal of Applied Mathematics and Statistics. 2023, 11(2), 35-49 doi:10.12691/ajams-11-2-1
  • Figure 1. Proposed hybrid decision support system
  • Figure 2. Hyperplane separating two classes in SVM
  • Figure 3. Random Forest algorithm
  • Figure 4. AdaBoost algorithm
  • Figure 5. The basic structure of ANN
  • Figure 6. Accuracy of classifier using Class balancing
  • Figure 7. Sensitivity of classifier using Class balancing
  • Figure 8. Specificity of classifiers after class balancing
  • Figure 9. AUC score of classifiers after class balancing
  • Figure 10. Precision of classifiers after class balancing
  • Figure 11. f1-measure of classifiers after class balancing
  • Figure 12. MCC of classifiers after class balancing
  • Figure 13. Accuracy scores of classifiers using feature selection
  • Figure 14. Sensitivity of classifiers using feature selection
  • Figure 15. Specificity of classifiers using feature selection
  • Figure 16. Increase in AUC score of classifiers using feature selection
  • Figure 17. Increase in precision of classifiers using feature selection
  • Figure 18. Increase in f1-measure of classifiers using feature selection
  • Figure 19. Increase in the MCC score of classifiers using feature selection