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Preform the bagging feature selection not only to train each Bonsai of the forest, but also make it in each node step of the trees in the garden, just to see what happens.
If the results are different (I expect so), it will be really interesting to understand the mathematical meaning of this decision and its implications.
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questionFurther information is requestedFurther information is requested