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