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Prediction of Malignancy of Ovarian Tumors Using Least Squares Support Vector Machines

Positive definite kernel K(.,.) RBF: Linear:. Procedure of developing models to predict the malignancy of ovarian tumors. ROC curve on test set. Expected ROC curve on validation. training. test. -- LSSVMrbf -- LSSVMlin -- LR -- RMI.

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Prediction of Malignancy of Ovarian Tumors Using Least Squares Support Vector Machines