Research on college graduates employment prediction model based on C4.5 algorithm

Abstract

Abstract Introducing C4.5 algorithm into graduates’ employment field, organizing and analyzing the collected tremendous amount of historical data, building classify Decision-Tree, generating rule set, constructing graduates’ employment prediction model. Using Cross Validation algorithm to verify the accuracy of the model, and gradually accomplish a high-accuracy and high-practically prediction model, applying this prediction model to the employment related decision making and college major structure optimizing.