# HG changeset patch # User Olivier Delalleau # Date 1285262408 14400 # Node ID b9d0a326e3e7a9049a3440d12c4caba9eaaa04a5 # Parent 808e38dce8d6052af21b52a6f1d67a3014140e4d architecture: Removed duplicated 'evaluate' statement in my pipeline sketch diff -r 808e38dce8d6 -r b9d0a326e3e7 doc/v2_planning/architecture.txt --- a/doc/v2_planning/architecture.txt Thu Sep 23 12:18:39 2010 -0400 +++ b/doc/v2_planning/architecture.txt Thu Sep 23 13:20:08 2010 -0400 @@ -168,7 +168,7 @@ by writing it down in the form of a processing pipeline. The double cross validation step, whose goal is to obtain an estimate of the generalization error of our final model, is: - data -> k_fold_outer(preprocessing -> k_fold_inner(dbn -> evaluate) -> select_best -> retrain_on_all_data -> evaluate) -> evaluate + data -> k_fold_outer(preprocessing -> k_fold_inner(dbn -> evaluate) -> select_best -> retrain_on_all_data -> evaluate) Once this is done, the model we want to save is obtained by doing data -> preprocessing -> k_fold(dbn -> evaluate) -> select_best -> retrain_on_all_data and we save