Remove members of compact classification ensemble
cens1 = removeLearners(cens,idx)
cens1 equal to
retain just one ensemble.
Removing learners reduces the memory used by the ensemble and speeds up its predictions.
Compact classification ensemble, constructed with
Vector of positive integers with entries from
Typically, you set
Compact classification ensemble, identical to
Create a compact classification ensemble. Compact it further by removing members of the ensemble.
Create a compact classification ensemble for the
load ionosphere ens = fitensemble(X,Y,'AdaBoostM1',100,'Tree'); cens = compact(ens);
Remove the last 50 members of the ensemble.
idx = cens.NumTrained-49:cens.NumTrained; cens1 = removeLearners(cens,idx);