Feature Selection using Correlation-based method
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Hi,
I want to use the Correlation-based Feature Selection to perform feature selection.
I tried the https://www.mathworks.com/matlabcentral/fileexchange/72177-feature-selection however, it is not working
index = corrSel(X,Y)
[s,idx]= sort(mdl.FeatureWeights,'descend');
Do you know of any other functions in Matlab that do this?
Thanks!
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yanqi liu
2021 年 12 月 30 日
yes,sir,may be use the index to select feature,and then retrain model,such as
index=corrSel(feature,class)
selected_features=feature(:,index)
mdl=train(selected_features,labels(index))
2 件のコメント
yanqi liu
2022 年 1 月 4 日
yes,sir,use top 5 features,may be set
index=corrSel(feature,class)
index=index(1:5)
selected_features=feature(:,index)
mdl=train(selected_features,labels(index))
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