Example Gallery

Introductory examples.

Training the SOM representation estimator

Training the SOM representation estimator

Training the PAN estimator

Training the PAN estimator

PAN estimator as Outlier Detector vs Classifier

PAN estimator as Outlier Detector vs Classifier

Scoring samples based on deviation from the normal representation

Scoring samples based on deviation from the normal representation

Scoring samples based on deviation from the abnormal representation

Scoring samples based on deviation from the abnormal representation

Scoring samples based on the nudge mechanism

Scoring samples based on the nudge mechanism

Decision score and predictions based on the nudge mechanism

Decision score and predictions based on the nudge mechanism

Proximity to learned representations and relationship to threshold

Proximity to learned representations and relationship to threshold