示例学习的抽象信道模型及其应用

The Abstract Channel Model for Learning From Examples and Its Application

摘要: 本文提出了示例学习的抽象信道模型,引入一个新的特征选择量——信道容量.介绍了应用这个模型建立的示例学习系统IBLE及其用于质谱解析取得的结果.

Abstract: The abstract channel model for learning from examples is presented and a new attribute selection measure (channel capacity) is introduced. The system IBLE of learning from examples built with the model and the results obtained by using IBLE for the interpretation of mass spectra are recommended.