样本相似性 sample similarity
In this algorithm, principal component analysis is employed before hand to remove the relevance between various parameters, following by immune clustering algorithm to eliminate similar samples.
PCA-IC算法先用基于主元分析方法,去除各特征参量之间的相关性,再用免疫聚类方法去除相似样本。
参考来源 - 入侵检测中的机器学习方法及其应用研究·2,447,543篇论文数据，部分数据来源于NoteExpress
应用相似样本的历史路径进行坐标变换和相似指数的权重综合，得到预报路径。
Applying the history tracks of resemble sample, the coordinate transform and rate synthesis are processed and then the prediction track is formed.
举例来说，这就意味着，在洞穴的墙壁上不会发现相似的样本，而且也不会有捕食动物将吃剩的海螺外壳遗留在这里。
That meant showing, for instance, that no similar specimens are found in the cave walls, and that no predator of sea-snails could have deposited them there.
我们非常震惊，当我们发现氯元素的比例不仅仅是不相似，而且不像地球上那样每个样本在本质上是一样的，在这里我们一直都在得到巨大的差异。
We very absolutely shocked when we found that not only it's not similar, but unlike the Earth where every sample is essentially the same, here we're getting these enormous differences.
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