Skip to main content

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