How to get the classification rules of an ensemble?

Hi.

I'm using fitensemble to train an AdaBoostM2 classifier. My question is - how can I see what each weak classifier actually does?

Vadim.

Answer 1

[Shashank Prasanna]

Here is an example:

load fisheriris
ens = fitensemble(meas,species,'AdaBoostM2',100,'Tree');

You can find all the trained classification tree models here:

ens.Trained

Access them individually as follows:

ens.Trained{1}

Take a look at their properties and methods for more information.

http://www.mathworks.com/help/stats/compactclassificationtreeclass.html

[Vadim]

Thanks. Don't know how I missed it.