C4.5算法在期货价格预测中的应用

Application of the C4.5 Algorithm in Futures Forecasting

期货价格预测对投资者进行理性投资和规避投资风险具有重要指导作用,为了获得较好的预测效果,本文通过应用C4.5决策树算法对相关期货数据进行训练,并通过建立决策树模型进行价格预测.实验表明所建立的预测模型能有效预测期货行情,具有一定的参考和应用价值.

Futures price forecasting is important to guiding investors in rational investment and investment risk avoidance. In order to obtain better prediction effect, this paper uses the C4.5 decision tree algorithm to train relevant futures data and forecasts prices by constructing a decision tree model. Experimental results show that the prediction model can be used to forecast the futures market effectively. Therefore it is of certain reference and application value.