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Table 4 Performance matrix of SVM models for pairwise disease classification

From: Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India

Performance Measure Pneumonia- Diarrhoeal diseases Malaria - Meningitis /encephalitis Malaria - Fever of unknown origin
Accuracy 0.98 0.84 0.85
Kappa 0.95 0.67 0.70
Recall/Sensitivity 0.98 0.81 0.87
Specificity 0.98 0.87 0.83
Precision 0.98 0.86 0.84
F1 score 0.98 0.83 0.85