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Table 4 Comparison of performance of different classification modelsa

From: Multiplex plasma protein profiling identifies novel markers to discriminate patients with adenocarcinoma of the lung

 SpecificitySensitivityPPVNPVAccuracy
TreeBagger class0.640.930.840.820.84
K-Nearest Neighbour0.710.620.820.480.65
Support vector machine0.001.000.67Div/00.67
Linear discriminant analysis0.710.590.810.450.63
  1. aFor training 80% of lung adenocarcinomas (LAC) and benign were used and 20% of both groups were used for validation. PPV Positive predictive value, NPV Negative predictive value