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Home → Rätsch Lab → Supplements → New Methods for Splice Site Recognition → results → celegans_acc_tr10000_model_selection.txt

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

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