Table 6.

Comparison of STL decomposition and isolation forest anomaly detection algorithms.

Sensor ID	Total Overlap	Unusual Traffic Conditions	Sensor Faults
MS121	88	15	52
MS134	222	n/a	n/a
MS145	115	34	45
MS309	180	n/a	n/a
MS346	177	n/a	n/a
MS502	176	n/a	n/a
MS734	211	34	111
MS941	65	15	29
MS944	420	n/a	n/a