Disease Markers / 2013 / Article / Tab 5

Research Article

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

Table 5

Performance of the three algorithms on the test set with suggested cut-off value.

ClassifiersOCTPTNFPFNACC (%)SE (%)SP (%)AUCPPV (%)NPV (%)LR+LR−

MLP0.28159489389.995.284.20.942a86.894.16.0250.057
APRI0.540583324476.593.657.90.72670.789.22.2230.111
FIB-42.005564116681.590.371.90.81777.787.23.2140.135

OC: optimal cutoff; TP: true positive; TN: true negative; FP: false positive; FN: false negative; ACC: accuracy; SE: sensitivity; SP: specificity; AUC: area under curve; PPV: positive predictive value; NPV: negative predictive value; LR+: positive likelihood ratio; LR−: negative likelihood ratio.
when compared to APRI and FIB-4.

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