Number of training examples: 10000 Number of validation examples: 5000 (for model selection) Number of test examples: 10000 1. Reported is the test error (TeVErr), for the model selected such that the validation error (ValErr) is smallest (independent on each of the five realizations of the data set.). run:1 ValErr:0.0334 d1:3 d2:1 C:0.80 l:3 => TeVErr:0.0362 svs=1873 run:2 ValErr:0.0334 d1:2 d2:2 C:3.00 l:3 => TeVErr:0.0389 svs=3224 run:3 ValErr:0.0352 d1:2 d2:2 C:4.00 l:5 => TeVErr:0.0390 svs=3327 run:4 ValErr:0.0356 d1:2 d2:2 C:10.0 l:4 => TeVErr:0.0378 svs=3228 run:5 ValErr:0.0380 d1:2 d2:2 C:2.00 l:3 => TeVErr:0.0406 svs=3099 TeVErr average+/-std. deviation: 3.85 +/- 0.16 % 2. Reported is the test error (TeVErr), for the model selected such that the validation error (ValErr) is smallest. ValErr, TeVErr and #svs are averaged over the five runs. ValErr:0.0360 d1:2 d2:2 C:2.00 l:3 => TeVErr:0.0383 #svs=3058