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Table 5 Machine learning classifier models using cross-validation (tenfold) with TempeRain factor (TRF)

From: Identification of significant climatic risk factors and machine learning models in dengue outbreak prediction

Models

Accuracy (%)

Bayes net

 

 With TRF

92.35

 Without TRF

91.39

SVM

 

 With TRF

88.04

 Without TRF

88.00

RBF tree

 

 With TRF

89.47

 Without TRF

89.47

Decision table

 

 With TRF

90.41

 Without TRF

89.95

Naive Bayes

 

 With TRF

89.4737

 Without TRF

88.9952