Class-attribute Interdependence Maximization (CAIM)

Global Algorithm

CAIM algorithm tries to find the optimal discretization while minimizing the loss of class-attribute interdependency. For more details we refer the reader to Kurgan, Cios, 2004.

Tool Support

• Matlab

  For details refer to the online documentation of the function http://www.mathworks.com/matlabcentral/fileexchange/32308-caim-discretization-algorithm/content/CAIMe.m.

Single Steps using the Algorithm

• Data Discretization with CAIM (Class-attribute Interdependence Maximization)

References

• L.A. Kurgan, K.J. Cios, CAIM Discretization Algorithm, IEEE Transactions on Knowledge and Data Engineering, vol. 16(2), pp. 145-153, 2004.