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Table 4 List of input factors used in prediction model with identified factors (TRF) and without TRF

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

Input factors without TRF

Input factors with TRF

Type

Parameter description

Type

Parameter description

Weather factors

Minimum temperature (°C)

Weather factors

 
 

Mean temperature (°C)

 

Mean temperature (°C)

 

Maximum temperature (°C)

 

Maximum temperature (°C)

 

Mean relative humidity (%)

 

Mean relative humidity (%)

 

Cumulative of rainfall (mm)

  
  

TRF factors

Average of minimum temperature 5 weeks plus current week (°C)

   

Cumulative of rainfall for 2 weeks prior to the current week (mm)