We propose a new classification ensemble method named Canonical Forest. The new method uses canonical linear … discriminant analysis (CLDA) and bootstrapping to obtain accurate and diverse classifiers that constitute an ensemble. We note CLDA … original space. To further facilitate the diversity of the classifiers in an ensemble, CLDA is applied only on a partial …

The ensemble is a new entity on a higher level of complexity composed of source and sink. When substrate is transferred … the ensemble. The combined and interdependent productivity of the ensemble forms a surface similar to the Cobb …. Source and sink form a harmonic ensemble. When source and sink use the same substrate there will be competition. The surface …