proposed approach is evaluated using error measures and statistical test. The proposed methods (MODWT-ANN and MODWT-SVR) are … learning models (ANN and SVR) to predict the National Stock Exchange Fifty Index. In first phase, the data is decomposed into a … smaller number of subseries using MODWT. In next phase, each subseries is predicted using machine learning models (i.e., ANN …