Allstate Claims Severity Analysis Regressor to predict insurance claims' severity. Aimed to beat RF benchmark with Linear Support Vector estimator. Used mean absolute and mean squared error for estimator evaluation. Notebook https://siddhanthunnithan.github.io/allstate_cs/