Ensemble+Selection

Stub for //Ensemble Selection//.

>> java weka.classifiers.meta.EnsembleSelection -no-cv -v -L path/to/your/mode/list/file.model.xml -W /path/to/your/working/directory -A library -X 5 -S 1 -O -t yourTrainingInstances.arff >> fails for me with an exception that "Folds 1 and 5 are not equal." A command line that works is to set the folds to 1: >> java weka.classifiers.meta.EnsembleSelection -no-cv -v -L path/to/your/mode/list/file.model.xml -W /path/to/your/working/directory -A library -X 1 -S 1 -O -t yourTrainingInstances.arff
 * NOTES**
 * This bug has now been fixed. (12/2014)
 * There is a bug in the code to build a library -- trying to build any model specification with three layers (e.g., Bagging a REPTree) causes the form to freeze up and/or crash.
 * See [|this post] on the mailing list.
 * The documentation on how to run from the command line is outdated. Some corrections:
 * The "-D" option no longer exists.
 * The command shown for training a library from the command line:

=Links=
 * Note:**
 * [[file:Ensemble_selection.pdf]] - Documentation on how to use Ensemble Selection in Weka
 * [|Ensemble Selection from Libraries of Models, ICML'04]