Anomaly Detection using Local Outlier Factor
Identify local outliers based on the densities of the neighborhood.
Here you will learn what is considered an outlier, why outlier detection is important, applications of outlier detection, different techniques to classify outliers, the difference between global, contextual, local, and collective outliers. What is the Local Outlier Factor(LOF), how it works, and implementation in python? Finally, the difference between Outlier detection and Novelty detection.