术语“多层感知”的详细信息

英译术语:

multilayer perception

汉语语境:

多层感知器是一种利用误差反向传播方法分类实例的分类器，而对称不定性分析可降低算法复杂度并获得更好的分类效果。与其他传统方法相比，基于对称不定性分析的多层感知器的分类效果无论是准确度还是稳定性都是最好的，它能获得对软件质量的最高预测精度，从而有效地提高软件可维护性。

英语语境:

Multilayer perception is a classifier which uses error back-propagation algorithm to classify examples, and the symmetrical uncertainty analysis can lower the complexity of the algorithm so as to obtain better results. Compared with other traditional algorithms, multilayer perception based on symmetrical uncertainty analysis has the best performance of classification in both accuracy and stability. It can achieve the highest precision on software quality prediction, and improve effectively the software maintainability.