compact - Class: ClassificationEnsemble

Compact classification ensemble

Syntax

Description

cens = compact(ens) creates a compact version of ens. You can predict classifications using cens exactly as you can using ens. However, since cens does not contain training data, you cannot perform some actions, such as cross validation.

Input Arguments

Output Arguments

Examples

Compare the size of a classification ensemble for Fisher's iris data to the compact version of the ensemble:

load fisheriris
ens = fitensemble(meas,species,'AdaBoostM2',100,'Tree');
cens = compact(ens);
b = whos('ens'); % b.bytes = size of ens
c = whos('cens'); % c.bytes = size of ens
[b.bytes c.bytes] % shows cens uses less memory

ans =
      571727      532476

See Also

ClassificationTree | fitensemble

How To

• Ensemble Methods