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ROC曲线，AUC误差，支持向量数据描述在检测异常信号中的应用。-ROC curve, AUC error, support vector data descr iption applied to detect abnormal signal.
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使用支持向量数据描述，使用RBF核。利用被检测数据画出一个散点图。-Using support vector data descr iption, use the RBF kernel. Use test data to draw a scatter plot is.
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提出一种基于支持向量数据描述和核空间相对距离的预测算法。-Propose a prediction algorithm based on support vector data descr iption and kernel space relative distance.
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mplementation of Fast Support Vector Data Descr iption (http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5510185),
as a part of the Kernel Methods for Pattern Analysis course.
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A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.
This repository includes the code for the experiments carried out for the Master’s Thesis “Deep Support Vector Data Descr
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