Relief(1)

所属分类:matlab编程
开发工具:matlab
文件大小:451KB
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上传日期:2021-03-05 13:17:44
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说明:  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。
(Function implements the Lelief algorithm.(Calculate the classification weight of each feature in the sample, and select the group with the largest weight.The characteristics of the sample are the genes). % Perform pairwise redundancy analysis for a group of genes with higher weight.The genes with weak correlation and strong correlation with intermediate weight were retained, namely, the characteristic genes. % the number of known gene expression profile data and samples of different classes, and the weight threshold value of the classification features can be set by oneself. % Method of standardizing raw data :(X-gene mean)/gene variance. % The intra-class and inter-class distance of samples adopts Euclidean distance.)

文件列表:
choose.m (1372, 2007-06-01)
data_result (0, 2020-11-30)
data_result\feature_gene59.mat (11713, 2007-06-01)
data_result\feature_order59.mat (275, 2007-05-31)
data_result\gastric1519.fig (22036, 2007-05-31)
data_result\gastric_cancer1519.xls (1134592, 2007-05-22)
data_result\important_data112.mat (21592, 2007-06-01)
data_result\important_order112.mat (409, 2007-05-31)
data_result\数据说明.txt (193, 2021-02-28)
distant.m (1657, 2007-05-07)
dot_weight.m (641, 2007-05-14)

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