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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
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Proposed hybrid decision support system
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Hyperplane separating two classes in SVM
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Random Forest algorithm
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AdaBoost algorithm
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The basic structure of ANN
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Accuracy of classifier using Class balancing
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Sensitivity of classifier using Class balancing
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Specificity of classifiers after class balancing
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AUC score of classifiers after class balancing
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Precision of classifiers after class balancing
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f1-measure of classifiers after class balancing
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MCC of classifiers after class balancing
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Accuracy scores of classifiers using feature selection
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Sensitivity of classifiers using feature selection
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Specificity of classifiers using feature selection
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Increase in AUC score of classifiers using feature selection
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Increase in precision of classifiers using feature selection
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Increase in f1-measure of classifiers using feature selection
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Increase in the MCC score of classifiers using feature selection
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