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Published April 22, 2020 | Version v1.0.1
Dataset Open

MarkusThill/MGAB: The Mackey-Glass Anomaly Benchmark

  • 1. TH Köln - University of Applied Sciences
  • 2. Leiden University

Description

This repository contains the Mackey-Glass anomaly benchmark (MGAB), which is composed of synthetic Mackey-Glass time series with non-trivial anomalies. Mackey-Glass time series are known to exhibit chaotic behavior under certain conditions. MGAB contains 10 MG time series of length 100k. Into each time series 10 anomalies are inserted with a procedure as described below. In contrast to other synthetic benchmarks, it is very hard for the human eye to distinguish the introduced anomalies from the normal (chaotic) behavior.

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MarkusThill/MGAB-v1.0.1.zip

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