Tables 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
  • Table 1. Features of Hungarian heart disease dataset
  • Table 2. Confusion matrix
  • Table 3. Performance of classifiers on full feature set
  • Table 4. Performance improvement using class balancing
  • Table 5. Performance of all classifiers with and without balancing
  • Table 6. Selected features by Elastic Net algorithm and their scores
  • Table 7. Optimum value of lambda for elastic net regression
  • Table 8. Performance using Elastic Net feature selection algorithm