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Table 3

LIBSVM model performance based on statistical criteria for two different structural states for testing data

Structural stateMonths of simulated yearsRMSE (°C)MAE (°C)Max Error (°C)NS
All months 0.49 0.25 4.80 0.99 
January 0.18 0.13 1.03 0.97 
February 0.09 0.07 0.41 0.99 
March 0.09 0.07 0.50 0.98 
April 0.35 0.22 2.10 0.95 
May 0.37 0.27 1.33 0.98 
June 0.44 0.33 2.55 0.98 
July 0.40 0.30 1.77 0.99 
August 0.65 0.45 2.80 0.98 
September 0.74 0.65 3.07 0.99 
October 0.76 0.47 3.71 0.93 
November 0.52 0.35 2.36 0.92 
December 0.30 0.34 0.97 0.96 
Structural stateMonths of simulated yearsRMSE (°C)MAE (°C)Max Error (°C)NS
All months 0.49 0.25 4.80 0.99 
January 0.18 0.13 1.03 0.97 
February 0.09 0.07 0.41 0.99 
March 0.09 0.07 0.50 0.98 
April 0.35 0.22 2.10 0.95 
May 0.37 0.27 1.33 0.98 
June 0.44 0.33 2.55 0.98 
July 0.40 0.30 1.77 0.99 
August 0.65 0.45 2.80 0.98 
September 0.74 0.65 3.07 0.99 
October 0.76 0.47 3.71 0.93 
November 0.52 0.35 2.36 0.92 
December 0.30 0.34 0.97 0.96 
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