Table 1

Parameters evaluation of SVR modeling

Trial and error C= 25 ɛ= 0.1 γ = 0.9 
  RMSE (MCMa) R 
Training 38.14 0.948 
Testing 45.92 0.89 
Cross-validation C= 15 ɛ= 0.9 γ = 0.7 
  RMSE (MCMa) R 
Training 44.87 0.94 
Testing 49.2 0.9 
Trial and error C= 25 ɛ= 0.1 γ = 0.9 
  RMSE (MCMa) R 
Training 38.14 0.948 
Testing 45.92 0.89 
Cross-validation C= 15 ɛ= 0.9 γ = 0.7 
  RMSE (MCMa) R 
Training 44.87 0.94 
Testing 49.2 0.9 

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