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Table 1:
Comparison of Test Error (%) of Models and on UCI Data Sets.
 19.53 [20.02(1.53)] 26.09 [30.96(3.34)] 0 [0.68(1.60)] 16.99 [17.46(0.65)] 
 18.75 [19.39(0.89)] 25.22 [31.48(4.11)] 0 [5.38(12.0)] 17.08 [17.48(0.56)] 
 21.88 [24.73(5.91)] 28.69 [32.39(3.48)] 0 [8.21(6.07)] 17.83 [21.21(4.78)] 
 21.09 [20.20(1.51)] 27.83 [28.86(2.83)] 1.71 [5.68(2.22)] 15.07 [15.15(0.15)] 
 18.75 [20.33(2.75)] 28.69 [28.38(2.80)] 10.23 [6.92(3.69)] 14.91 [15.08 (0.15)] 
 19.03 [19.16(1.10)] 26.08 [27.74(9.40)] 6.83 [6.50(8.31)] 15.71 [15.97(0.07)] 
 24.61 [22.34(1.95)] 32.17 [27.61(3.69)] 3.42 [9.66(6.74)] 15.21 [15.19(0.08)] 
bestbmark 22.7(2.2) 29.6(3.7) 4.0(2.1) 14.4(0.3) 
 19.53 [20.02(1.53)] 26.09 [30.96(3.34)] 0 [0.68(1.60)] 16.99 [17.46(0.65)] 
 18.75 [19.39(0.89)] 25.22 [31.48(4.11)] 0 [5.38(12.0)] 17.08 [17.48(0.56)] 
 21.88 [24.73(5.91)] 28.69 [32.39(3.48)] 0 [8.21(6.07)] 17.83 [21.21(4.78)] 
 21.09 [20.20(1.51)] 27.83 [28.86(2.83)] 1.71 [5.68(2.22)] 15.07 [15.15(0.15)] 
 18.75 [20.33(2.75)] 28.69 [28.38(2.80)] 10.23 [6.92(3.69)] 14.91 [15.08 (0.15)] 
 19.03 [19.16(1.10)] 26.08 [27.74(9.40)] 6.83 [6.50(8.31)] 15.71 [15.97(0.07)] 
 24.61 [22.34(1.95)] 32.17 [27.61(3.69)] 3.42 [9.66(6.74)] 15.21 [15.19(0.08)] 
bestbmark 22.7(2.2) 29.6(3.7) 4.0(2.1) 14.4(0.3) 

Notes: Shown first is the test error corresponding to the selected model with minimal validation error from the different random initializations. Between brackets, the mean and standard deviation of the test errors related to all initializations are shown. The lowest test error is in bold.

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