基于Dempster-Shafer证据理论的组合基因预测

Combining Gene Predictions Using Dempster-Shafer Theory of Evidence

使用Dempster-Shafer证据推理理论组合多个基因预测程序可以组合来自多个信息源的基因预测信息,多个基因预测程序组合后的预测效果明显好于单个基因预测程序的效果.

Although the gene prediction programs have greatly improved in the recent years, our ultimate goal is far to be met. A new way to computational gene prediction is clear needed. The prediction information from multiple sources can be combined by using Dempster-Shafer framework as an appropriate theory for modelling combination of gene predictions, and the results are much better than single gene prediction program.