决策分类融合模型研究

Xiao-dan Zhang, Zhendong Niu
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摘要

为了提高分类精度,本文提出了一种基于信息融合的通用决策层分类融合模型,即不同的多分类算法作为特征层分别进行分类,将分类算法的结果输入到决策层,最后输出分类结果。将该模型应用于提高文本分类精度。该模型已应用于某部门的计算机中心。通过实验,该文本分类融合模型可以有效地提高分类精度
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study on Decision Classification Fusion Model
In this paper, a general decision layer classificationfusion model, based on information fusion for improving classification precision, is proposed, that is, different multi -classification algorithms as the feature layer doing respective classification, and the results of classification algorithms are input into decision level, the last classification result is output.This model is applied into improving precision of text classification. And the model is used to the Computer Center of some department. Through the experiment, the text classification fusion model can improve the classification precision effectively
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