Mercurial > pylearn
diff doc/v2_planning/architecture.txt @ 1248:b9d0a326e3e7
architecture: Removed duplicated 'evaluate' statement in my pipeline sketch
author | Olivier Delalleau <delallea@iro> |
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date | Thu, 23 Sep 2010 13:20:08 -0400 |
parents | 46527ae6db53 |
children |
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--- 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