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Within experiment, we try to test the newest HierarchicalCNN model certainly one of some other datasets and compare them to parser-quicker and parser-dependent state-of-the-art record anomaly detection tips. You will need to discuss certain try out environment details just before plunge strong to the studies. Concurrently, the fresh HierarchicalCNN design is part of the new strong sensory systems family members, which needs a lot of research to help you generalize correctly. Simultaneously, a good amount of anomalous samples try mandatory from the test set-to perform a good consolidated assessment. Therefore, i decide to separated per dataset 80% to help you 20% ranging from teach and you will sample kits for the performance research tests.