This is an analysis for SECOM dataset. The data is collected to study semi-conductor manufacturing process. The evaluation metrics for this classification task is the same as the ones used in the original study. This dataset is highly imbalanced and contains many redundant features. Please find the details and files here : http://archive.ics.uci.edu/ml/datasets/SECOM