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Table 3 - Multilayer perceptron (MLP) classifier selected model performance using 10-fold cross-validation on training samples (46 samples) and external validation on test set (10 samples)

From: Machine learning techniques for computer-aided classification of active inflammatory sacroiliitis in magnetic resonance imaging

 10-FoldTest set
ModelSensitivitySpecificityAccuracy (%)SensitivitySpecificityAccuracy (%)
MLP10.92395.6%10.66780%