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. 2020 Apr 15;13:194. doi: 10.1186/s13071-020-04053-x

Table 4.

Normalized RMSE values (nRMSE) for the RF models and interpolation for January to December

Month Obsoletus ensemble Pulicaris ensemble C. imicola
nRMSERF nRMSE Interpolation nRMSE RF nRMSE Interpolation nRMSE
RF
nRMSE
Interpolation
January 2.03 3.22 14.70 17.57 1.36 4.35
February 1.92 1.81 3.76 4.54 2.16 3.16
March 1.17 1.25 3.59 3.51 1.70 2.70
April 0.46 0.53 0.8 0.76 2.73 3.66
May 0.56 0.51 0.89 0.81 2.64 5.34
June 0.62 0.50 0.78 0.66 2.03 2.69
July 0.38 0.38 0.71 0.65 2.44 3.01
August 0.71 0.68 1.45 1.30 2.38 2.81
September 0.57 0.55 0.86 0.75 1.53 2.12
October 0.65 0.50 0.88 0.72 1.56 2.69
November 0.76 0.67 1.33 1.15 1.75 2.18
December 1.51 1.65 2.13 2.59 3.20 3.82
Total mean 0.94 1.02 2.65 2.91 2.12 3.21

Notes: RF and interpolation were performed using the average abundance. The mean for all months and for each method is shown in the last row