Statistics learning theory (SLT) is a machine learning theory that specialize small sample situation, it's kernel idea is control learning machine's extend ability through control learning machine's complexity. The Support vector machine (SVM) based on SLT put up excellent learning performance. This article researches the application of use SVM to solve equipment's fault discriminate from point of view of integrate theory and methods with application. This Article's main work include as below:1. The SVM ...
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