The Data Science Lab Anomaly Detection Using Principal Component Analysis (PCA) The main advantage of using PCA for anomaly detection, compared to alternative techniques such as a neural autoencoder, ...

Wrapping Up Anomaly detection using principal component analysis reconstruction is one of the oldest unsupervised anomaly detection techniques, dating from the early 1900s. The main advantage of using ...