Machine Learning/Algorithm

PCA reconstruction for anomaly detection

고슴군 2020. 2. 6. 17:34

https://stats.stackexchange.com/questions/259806/anomaly-detection-using-pca-reconstruction-error

 

Anomaly detection using PCA reconstruction error

I would like to use PCA as a method of anomaly detection, however I'm wondering how this is done exactly (I'm using prcomp in R). I'm really questioning the approach not the R code itself. Am I ri...

stats.stackexchange.com

https://stats.stackexchange.com/questions/229092/how-to-reverse-pca-and-reconstruct-original-variables-from-several-principal-com

 

How to reverse PCA and reconstruct original variables from several principal components?

Principal component analysis (PCA) can be used for dimensionality reduction. After such dimensionality reduction is performed, how can one approximately reconstruct the original variables/features ...

stats.stackexchange.com

 

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