Search - kernel density bandwidth

Search - kernel density bandwidth - List

[VC/MFC] 123 DL : 0: 横轴和纵轴，可以将样本点表示出来。由于一般第一、二和三主成分包含的样本的信息较多，经常选其作为横轴和纵轴。当两个样本差异不大时，他们对应的主成分的得分值差异也不会大，所以可以凭此对样本进行分类。-The quality of the sample depends on the accuracy of the density estimator chosen, and it needs to decide the kinds of kernel function and the value of its bandwidth and $\alpha$. Besides there are some drawback about the relation between the value $\alpha$ and the ratio of cluster and outlier. In the future, the extension of its techniques to data sets of very high dimensionality is possible by taking into account several properties of high-dimensional spaces.
Date : 2025-12-16 Size : 602kb User : 宋云胜