APPARATUS AND METHOD FOR CONSTRUCTING DATA MINING MODEL USING ENSEMBLE MACHINES

摘要

The apparatus for constructing a data mining model using ensemble machines, comprises M ensemble machine construction means for constructing the ensemble machines, said M being an integer equal to and greater than 2; wherein a first ensemble machine construction means constructs a first learning machine from multidimensional training data to be inputted, and then, constructs the constructed first learning machine itself into a first ensemble machine, and a k-th ensemble machine construction means receives a (k-1)-th ensemble machine constructed from a (k-1)-th ensemble machine construction means, constructs a k-th learning machine orthogonal to the (k-1)-th ensemble machine in a multidimensional space, and then constructs a k-th ensemble machine by combining the constructed k-th learning machine and the (k-1)-th ensemble machine, said k being an integer between 2 and M.