必应词典为您提供correlation-based的释义,网络释义: 基于关联的;依据相关性侦测法;基础;
To address these issues, we propose a novel structural dropout method, Correlation based Dropout (CorrDrop), to regularize CNNs by dropping feature units based on feature correlation. Unlike the previous dropout methods, our CorrDrop can focus on the discriminative information and drops features in...
correlation-based feature selection算法基于关联规则的特征选择算法(correlation-based feature selection)是一种经典的过滤器模式的特征选择方法。该方法主要对单一特征对应于每个分类的作用进行评价,从而得到最终的特征子集。特征必须是离散的随机变量,如果是数值型变量,需要首先执行指导的离散化方法来进行离散化特征。 此外...
文章:Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning CFS是能确定所选子集特征个数的特征选择方法,其估计特征子集并对特征子集而不是单个特征进行排秩。 CFS的核心是采用启发的方式评估特征子集的价值 启发方式基于的假设: 好的特征子集包含与类高度相关的特征,但特征之间彼此不相...
18, NO. 10, OCTOBER 2010 1483 Correlation-Based Rectangular Encoding Jinkyu Lee, Member, IEEE, and Nur A. Touba, Fellow, IEEE Abstract—In this paper, a technique is presented for improving the compression achieved with any linear decompressor by adding a small nonlinear decoder that exploits...
Correlation-based network analysis combined with machine learning techniques highlight the role of the GABA shunt in Brachypodium sylvaticum freezing tolerance David Toubiana, Nir Sade, Lifeng Liu, Maria del Mar Rubio Wilhelmi, Yariv Brotman, Urszula Luzarowska, John P. Vogel & Eduard...
We then propose an approach for monitoring the structure of correlation-based networks over time, which relies on the newly suggested measure. Finally, we illustrate the usefulness of the new approach, by applying it to the particular case of emergent organization of financial markets. This ...
aintervals is as follows. The radiation and temperature are high during 间隔时间如下是。 辐射和温度是高在期间[translate] acorrelation-based measurement of nonlinear distortion 非线性畸变的基于交互作用的测量[translate]
© 2017 Springer Science+Business Media New York About this entry Cite this entry (2017). Correlation-Based Learning. In: Sammut, C., Webb, G.I. (eds) Encyclopedia of Machine Learning and Data Mining. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7687-1_100089 ...
A Correlation-Based Model for unsupervised feature selection 热度: Department of Computer Science Hamilton, NewZealand Correlation-based Feature Selection for Machine Learning Mark A. Hall This thesis is submitted in partial fulfilment of the requirements ...