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This Assignment is on a mobile data. So different features of the mobile are given and we had to predict the test-set price range. (It’s a categorical Variable). Here Feature selection is done by Ridge, lasso, Elastic net and least angel Regression Model. And the after the important features have been selected. Support vector Machine is used to predict the test set categorical dependent variable