Comparison of methods for balancing data in XGBoost. حسب Xinyi Wei (2973381)

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Evaluation index after SVM optimization parameters. حسب Xinyi Wei (2973381)

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Comparison of methods for balancing data in KNN. حسب Xinyi Wei (2973381)

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Summary Table. حسب Xinyi Wei (2973381)

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Evaluation index after XGBoost optimization parameters. حسب Xinyi Wei (2973381)

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Comparison of methods for balancing data in SVM. حسب Xinyi Wei (2973381)

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Comparison of methods for balancing data in decision trees. حسب Xinyi Wei (2973381)

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Initialization confusion matrix of Random Forest (with and without SMOTE-ENN). (a) Without, (b) With SMOTE-ENN. حسب Xinyi Wei (2973381)

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Initialization confusion matrix of XGBoost (with and without SMOTE-ENN). حسب Xinyi Wei (2973381)

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Visualization of PCA results. حسب Xinyi Wei (2973381)

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Evaluation index after Random Forest optimization parameters. حسب Xinyi Wei (2973381)

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Evaluation results of different models using various data balancing method trees. حسب Xinyi Wei (2973381)

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Coronary heart disease framework diagram. حسب Xinyi Wei (2973381)

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Missing values and percentages for each attribute. حسب Xinyi Wei (2973381)

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Initialization ROC Plot of KNN (with and without SMOTE-ENN). حسب Xinyi Wei (2973381)

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Initialization ROC Plot of Decision Tree (with and without SMOTE-ENN). حسب Xinyi Wei (2973381)

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Description of the attributes of the dataset. حسب Xinyi Wei (2973381)

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Initialization ROC Plot of XGBoost (with and without SMOTE-ENN). حسب Xinyi Wei (2973381)

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Characteristic variable scores for the chi-square test. حسب Xinyi Wei (2973381)

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Initialization confusion matrix of KNN (with and without SMOTE-ENN). حسب Xinyi Wei (2973381)

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