文件名称:Relief
-
所属分类:
- 标签属性:
- 上传时间:2017-04-20
-
文件大小:962kb
-
已下载:0次
-
提 供 者:
-
相关连接:无下载说明:别用迅雷下载,失败请重下,重下不扣分!
介绍说明--下载内容来自于网络,使用问题请自行百度
函数实现了lelief算法。(计算样本的每一个特征的分类权重,选出具有最大权重的一组特征。样本的特征就是基因)。
对权重较大的一组基因进行两两冗余分析。将相关性弱的和强相关中权重大的基因保留,即为特征基因。
已知基因表达谱数据、不同类样本的个数,自行设定分类特征的权重阈值。
对原始数据标准化的方法:(x-基因均值)/基因方差。
样本的类内类间距离采用欧氏距离。-Lelief function implements the algorithm. (Classification weight each feature samples is calculated weight of a selected set of features having the greatest weight. Characteristic is the gene sample). Of the weight of a larger set of pairwise genetic redundancy analysis. The significant correlation between weak and strong correlation in the right gene retention, that is characteristic gene. Number of known gene expression data, samples of different classes, wherein the classification set threshold own weight. Of raw data standardized methods: (x- Gene mean)/variance gene. The between-class distance class of the sample using the Euclidean distance.
对权重较大的一组基因进行两两冗余分析。将相关性弱的和强相关中权重大的基因保留,即为特征基因。
已知基因表达谱数据、不同类样本的个数,自行设定分类特征的权重阈值。
对原始数据标准化的方法:(x-基因均值)/基因方差。
样本的类内类间距离采用欧氏距离。-Lelief function implements the algorithm. (Classification weight each feature samples is calculated weight of a selected set of features having the greatest weight. Characteristic is the gene sample). Of the weight of a larger set of pairwise genetic redundancy analysis. The significant correlation between weak and strong correlation in the right gene retention, that is characteristic gene. Number of known gene expression data, samples of different classes, wherein the classification set threshold own weight. Of raw data standardized methods: (x- Gene mean)/variance gene. The between-class distance class of the sample using the Euclidean distance.
(系统自动生成,下载前可以参看下载内容)
下载文件列表
Relief特征选择\all_tgf_LIVEMD72_LQAF.mat
..............\choose.m
..............\data_result\feature_gene59.mat
..............\...........\feature_order59.mat
..............\...........\gastric1519.fig
..............\...........\gastric_cancer1519.xls
..............\...........\important_data112.mat
..............\...........\important_order112.mat
..............\...........\数据说明.txt
..............\distant.m
..............\dot_weight.m
..............\gastric_cancer1519.xls
..............\hight.m
..............\ori_imgFeatures72.mat
..............\pillar.m
..............\redundance.m
..............\Relief.m
..............\sharp_jump.m
..............\standardization.m
..............\test.m
..............\weighted.m
..............\data_result
Relief特征选择
本网站为编程资源及源代码搜集、介绍的搜索网站,版权归原作者所有! 粤ICP备11031372号
1999-2046 搜珍网 All Rights Reserved.