Shell Theory: A Statistical Model of Reality

Benchmark Model Rank Results
anomaly-detection-on-fashion-mnistShell-based Anomaly (supervised)#7ROC AUC: 92.1
unsupervised-anomaly-detection-with-specifiedShell-Renormalized#1AUC-ROC: 0.999
unsupervised-anomaly-detection-with-specified-1Shell-Renormalized#4AUC-ROC: 0.617
unsupervised-anomaly-detection-with-specified-12Shell-Renormalized#3AUC-ROC: 0.866
unsupervised-anomaly-detection-with-specified-15Shell-Renormalized#3AUC-ROC: 0.829
unsupervised-anomaly-detection-with-specified-16Shell-Renormalized#3AUC-ROC: 0.756
unsupervised-anomaly-detection-with-specified-20Shell-Renormalized#1AUC-ROC: 0.997
unsupervised-anomaly-detection-with-specified-21Shell-Renormalized#2AUC-ROC: 0.895
unsupervised-anomaly-detection-with-specified-24Shell-Renormalized#1AUC-ROC: 0.953
unsupervised-anomaly-detection-with-specified-26Shell-Renormalized#1AUC-ROC: 0.996
unsupervised-anomaly-detection-with-specified-5Shell-Renormalized#1AUC-ROC: 0.999
unsupervised-anomaly-detection-with-specified-6Shell-Renormalized#1AUC-ROC: 0.896
unsupervised-anomaly-detection-with-specified-7Shell-Renormalized#1AUC-ROC: 0.894
unsupervised-anomaly-detection-with-specified-8Shell-Renormalized#3AUC-ROC: 0.803
unsupervised-anomaly-detection-with-specified-9Shell-Renormalized#3AUC-ROC: 0.740