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IJCAI
2007

Prediction of Probability of Survival in Critically Ill Patients Optimizing the Area under the ROC Curve

8 years 11 months ago
Prediction of Probability of Survival in Critically Ill Patients Optimizing the Area under the ROC Curve
: This article presents the method of Support Vectors Machines (SVM) for predicting probability of survival in critically ill patients by using Platt’s method to fit a sigmoid1 . Moreover, the comparison of two interesting exploitations is provided: the maximization of the AUC and the minimization of the error rate in binary classification tasks.
Oscar Luaces, José Ramón Quevedo, Fr
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where IJCAI
Authors Oscar Luaces, José Ramón Quevedo, Francisco Taboada, Guillermo M. Albaiceta, Antonio Bahamonde
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