Advanced32 min
Anomaly Detection
Statistical tests, Isolation Forest, Local Outlier Factor and one-class SVM, with evaluation under extreme imbalance.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- anomaly
- isolation forest
- LOF
- one-class SVM