Table 5.

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

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