• Two new techniques ICA and SVM are applied to the SBE problem in this work

• The best error rates using ICA and SVM are 33.4% and 32.2% respectively, better than previous results of 38.5% for PCA and 43% for Decision Trees

• For ICA, there is no confusion between the HSBE and LSBE classes