Relief(5)
所属分类:matlab编程
开发工具:matlab
文件大小:1KB
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上传日期:2021-03-05 13:23:01
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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
% 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.
% The intra-class and inter-class distance of samples adopts Euclidean distance.)
文件列表:
standardization.m (1105, 2007-05-31)
weighted.m (1578, 2007-05-14)
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