DEA based data preprocessing for maximum decisional efficiency linear case valuation models

► Developed DEA based approach for data preprocessing for classification problems. ► Applied the procedure to improve reliability of MDE based linear case valuation models. ► Showed how DEA may be used for dimensionality reduction.