Outlier detection documentation
- introduced new OutlierDetection section that focuses on
flagUniLOF
application, as first landing point for seekers of outlier detection. - moved the old, modelling and residual based outlier detection cookbook to new cookbook named: "obtaining residual data and scores for outlier detection" (name is up to suggestions - i dont mind)
- shortened the example section of flagUniLOF and linked to outlier detection cookbook.