Disease Markers / 2013 / Article / Fig 1

Research Article

An MLP Classifier for Prediction of HBV-Induced Liver Cirrhosis Using Routinely Available Clinical Parameters

Figure 1

The performances of three algorithms on test set in ROC space. Red line shows ROC curve of MLP classifier. Blue line represents ROC curve of FIB-4 index. Green line represents APRI. The area under curve (AUC) is 0.942, 0.817, and 0.726 for MLP, FIB-4, and APRI, respectively. value is 0.0003 for comparing AUCs between MLP and FIB-4. value is less than 0.0001 for comparing AUCs between MLP and APRI. value is 0.0005 for comparing AUCs between FIB-4 and APRI.

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