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Revolutionizing Cardiovascular Disease Classification Through Machine Learning and Statistical Methods

Tapan Kumar Behera,Siddhartha Sathia, Sibarama Panigrahi, Pradeep Kumar Naik

JOURNAL OF BIOPHARMACEUTICAL STATISTICS(2024)

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关键词
Cardiovascular disease (CVD),machine learning (ML),artificial intelligence (AI),artificial neural network (ANN),adaptive boosting (ADB),bagging classifier (BC),decision tree (DT),extra trees (ETC),gradient boosting (GB),Gaussian Na & iuml,ve Bayes (GNB),K-nearest neighbor (KNN),logistic regression (LR),linear support vector classifier (LSVC),multilayer perceptron (MLP),passive aggressive classifier (PAC),ridge classifier (RC),random forest (RF),stochastic gradient decent (SGD),support vector classifier (SVC),extra tree (TC),voting classifier (VC),extreme gradient boost (XGBoost),extreme gradient boost random forest (XGBRF)
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