virtual training samples 虚拟训练样本
To overcome the shortcoming in the estimation of probability using frequency with small samples in the discovery of EPs, Bayes estimation is introduced into the discovery of EPs, which relieves the instability of Entropy by adding virtual samples.
针对提取显现模式时在小样本情况下将频率近似于概率的缺陷,在熵的计算中引入贝叶斯估计,即通过增加虚拟样本的方法估计概率从而缓解小样本下熵度量的不稳定性。
参考来源 - 基于微阵列的基因分类算法研究·2,447,543篇论文数据，部分数据来源于NoteExpress
It increases the virtual samples by the method of combining mirror transform, integral map and geometric transform such as shifting, rotating and zooming.
将镜像变换、平移、旋转、缩放等几何变换手段与积分投影等方法相结合来增加虚拟样本。
By analyzing the advantage and disadvantage of various sample augment methods, some of them were combined to synthesize virtual samples in order to make full use of the single training image.
通过分析各种样本扩充方法的优缺点，用多种样本扩充方法来生成虚拟样本，以充分利用单一样本所提供的信息。
The workflow samples are written to deploy virtual machines represented as described in this article and should not require changing.
编写了工作流示例来部署按照本文中所描述的方式表示且应该不需要更改的虚拟机。
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