This paper aims at classifying robbery and intimidation and predicting their sentencing by considering defined legal factors. We introduce a framework to fetch legal factors of robbery and intimidation and use factors as features for case classification and sentencing prediction. It proves that legal factors indeed improve the results of case classification and sentencing prediction. We then discuss the influence of these legal factors in case classification and in sentencing prediction.