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itoolbox
协同区间偏最小二乘 siPLS算法是 N rgaard等对其提出
的 iPLS方法的改进, 其基本算法步骤如下:(1)对原始谱图进行
预处理;(2)在全谱范围内建立全局偏最小二乘模型, 即上节的
模型;(3)在整个光谱区间采用 iPLS建立多个等窗口宽度的子
区间, 假设为 n个;(4)在每个子区间上建立偏最小二乘法模型,
即可得到 n个局部模型;(5)以交叉验证时的均方根误差 RMSE
值为各模型的精度衡量标准, 比较全光谱模型和各局部模型的
精度;(6)组合精度最高的局部子区间为新的回归区间;再在新
的回归区间建立 siPLS模型(Cooperative interval partial least squares (siPLS) algorithm is proposed by N rgaard et al.
The improvements of the iPLS method are as follows: (1) the original spectrogram is performed.
Preprocessing; (2) establishing a global partial least squares model in the full spectrum, that is, the upper part of the model.
Model; (3) use iPLS to establish multiple equal window widths in the whole spectral interval.
The interval is assumed to be n; (4) a partial least squares model is established on each sub interval.
N local models can be obtained; (5) the root mean square error of cross validation is RMSE
The values are the accuracy criteria of each model, and the comparison between the full spectral model and the local models is made.
(6) the local interval with the highest combined precision is a new regression interval; and then new.
The establishment of siPLS model in the regression interval)
- 2018-06-28 10:14:57下载
- 积分:1
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dataexchange
实现COMTRADE文件的解码,将故障录波设备文件解析(COMTRADE file decoding)
- 2017-09-17 11:35:12下载
- 积分:1
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test_a
图像处理问题中的Scharr算子,拉普拉斯算子边缘检测(Edge Detection of Scharr Operator and Laplace Operator)
- 2018-12-12 13:04:58下载
- 积分:1
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VMware(1)
说明: it is useless, i am very sorry
- 2020-06-15 22:35:01下载
- 积分:1
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StoNED和DEA模型matlab
用Matlab做stoNED模型以及DEA的核心代码(Core code for stoNED model)
- 2021-01-17 00:18:45下载
- 积分:1
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chunbilikongzhi
说明: 纯比例控制的作用和比例调节对系统性能的影响,有单位反馈,阶跃扰动。(The effects of pure proportional control and proportional regulation on system performance include unit feedback and step disturbance.)
- 2019-05-14 15:16:46下载
- 积分:1
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arcpad二次开发示例,电力GIS系统巡视PDA模块
arcpad二次开发示例,电力GIS系统巡视PDA模块-arcpad secondary development examples, the power of GIS inspections PDA Module
- 2022-01-25 19:58:35下载
- 积分:1
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ACOPOSinverter_P84_Communication_Parameters
HCT-Designer Software Manual _en
- 2019-07-03 19:34:09下载
- 积分:1
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Clustering
聚类分析 Clustering 可以用来做聚类分析图,有实例-Clustering
- 2022-03-19 10:27:41下载
- 积分:1
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RSecondSvm
Predicting concentration value using the soft vector machine
- 2020-06-19 02:40:01下载
- 积分:1