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:0.0510 d1:3 d2:1 C:1.00 l:4 => TeVErr:0.0518 #svs=439
run:2 ValErr:0.0516 d1:2 d2:1 C:1.00 l:3 => TeVErr:0.0530 #svs=369
run:3 ValErr:0.0496 d1:3 d2:1 C:1.50 l:4 => TeVErr:0.0533 #svs=414
run:4 ValErr:0.0496 d1:3 d2:1 C:1.50 l:4 => TeVErr:0.0533 #svs=414
run:5 ValErr:0.0486 d1:3 d2:1 C:1.00 l:4 => TeVErr:0.0517 #svs=430

TeVErr average+/-std. deviation: 5.21 +/- 0.11 %

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:0.0512 d1:3 d2:1 C:1.00 l:4 => TeVErr:0.0519 #svs=428