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KPCA_RVM
关于关联向量机应用的最新文献!
提出了一种核主元分析(KPCA)和关联向量机(RVM)相结合的组合建模方法。KPCA-RVM采用KPCA对原始自变量进行非线性变换并提取主成分,形成特征自变量 采用RVM,对KPCA变换后的样本数据进行回归建模,并根据模型的预报能力自适应的确定参与回归的最佳特征变量个数,消除冗余信息干扰,获得强非线性表达能力且预报性能良好的模型。并将KPCA-RVM应用于PTA装置对羧基苯甲醛(4-CBA)含量的软测量建模,结果表明该方法预测精度高于PCA-RVM和RVM。(A novel modeling method integrated KPCA with RVM was proposed. The kernel primary component analysis (KPCA) was employed to identify the principal components from the nonlinear transform data of independent variables, which were regarded as character variables. Regression between character variables and dependent variables was done based on RVM, and the optimal number of the character variables was adaptively determined according to the generalization performance of the regression model. Thus, KPCA-RVM meth...)
- 2020-06-29 05:40:01下载
- 积分:1
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计算机系统结构习题答案(郑伟民)
计算机系统结构(郑伟民)习题答案,答案很全(Computer System Architecture Exercise Answers)
- 2019-03-27 12:20:52下载
- 积分:1
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Catfish
one exercise from icarnegie ssd1
- 2009-10-25 23:56:17下载
- 积分:1
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driverstudio_tool
一个对driverstudio工具开发包的详细介绍(A tool kit driverstudio detailed introduction)
- 2008-07-16 10:16:28下载
- 积分:1
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C-and-CPP-Tips
C和C++程序员面试秘笈,解析C/C++面试题的书,可以帮助求职者更好地准备面试(C and C++ programmer interview tips, analytical C/C++ face questions of the book, can help candidates better prepare for interview)
- 2015-08-24 11:32:17下载
- 积分:1
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pythonjinrongfenxi
python金融大数据分析的pdf数据,挺清晰的哦~~(Financial data analysis using python)
- 2016-12-17 21:42:07下载
- 积分:1
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Signals-and-Systems
信号与系统,(第二版)奥本海姆著 刘树棠译 西安交通大学出版社 2001,非常经典的教材,建议大家看一下(Signals and Systems, (Second Edition) Oppenheim Liu Shutang translation of Xi' an Jiaotong University Press, 2001, is a classic textbook, suggested we look at)
- 2014-03-14 21:33:20下载
- 积分:1
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各种最小二乘法汇总(算例及MATLAB程序)
说明: 各种最小二乘法案例,对数学建模有一定帮助(Various cases of least square method)
- 2020-04-01 21:11:04下载
- 积分:1
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Advanced_Antenna_Theory_Schelkunoff
Antenna Theory Book djvu Shelkunoff
- 2021-01-22 22:28:45下载
- 积分:1
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Cooperative-spectrum-sensing
基于双门限的协作能量检测方法以及Dempster-Shafer理论(Double Threshold Energy Detection of Cooperative Spectrum Sensing in Cognitive Radio)
- 2011-05-12 23:21:17下载
- 积分:1