15: Anomaly Detection

Previous Next Index

Anomaly detection - problem motivationApplications
The Gaussian distribution (optional)

Parameter estimation problem
Anomaly detection algorithm

Anomaly detection example

Developing and evaluating and anomaly detection system
Anomaly detection vs. supervised learning
Anomaly detectionSupervised learning
Choosing features to use
Error analysis for anomaly detection
Multivariate Gaussian distribution
Multivariate Gaussian distribution model
Applying multivariate Gaussian distribution to anomaly detection
Anomaly detection algorithm with multivariate Gaussian distributionOriginal model vs. Multivariate Gaussian

Original Gaussian model
Multivariate Gaussian model