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MarkusThill/MGAB: The Mackey-Glass Anomaly Benchmark

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NIAID Data Ecosystem2026-03-11 收录
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https://zenodo.org/record/3760085
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资源简介:
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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2020-04-23
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