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Comparison of the prediction performance of the different statistical models.

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Figshare2018-11-20 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Comparison_of_the_prediction_performance_of_the_different_statistical_models_/7366001
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Classic regression approaches with forward and/or backward stepwise selection yield the highest AUC. Exemplary values for misclassification, sensitivity, specificity, PPV and NPV are provided for reference. AUC: Area under the receiver-operator curve, 95% CI: 95% Confidence interval, PPV: Positive predictive value, NPV: Negative predictive value, LASSO: Least absolute shrinkage and selection operator, SVM: Support vector machine.
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2018-11-20
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