Classification of the failure modes of rectangular columns (flexure, shear and flexure-shear) and evaluating the performance of some classifiers in the predictions. The prediction is dependent on some attributes or variable like the Aspect Ratio, Axial load Factor, Transverse Reinforcement Index, Confinement Type, Configuration details etc