Feature Engineering, Machine Learning, Data Science, Data, Python.
features, will often appear in the low-variance components. These components could be highly informative in an anomaly or outlier detection task. Noise reduction: A collection of sensor readings will always have common background noise. PCA can sometimes collect the (informative) signal into a