spectralAnomaly

spectralAnomaly-package

<img src="figures/logo.png?package=spectralAnomaly&version=0.1.1" style="float: right" alt="logo" width="120">
Apply the spectral residual algorithm to data, such as a time series, to detect anomalies. Anomaly scores can be used to determine outliers based upon a threshold or fed into more sophisticated prediction models. Methods are based upon "Time-Series Anomaly Detection Service at Microsoft", Ren, H., Xu, B., Wang, Y., et al., (2019) tools:::Rd_expr_doi("10.48550/arXiv.1906.03821").

internal

Apply the spectral residual algorithm to data, such as a
time series, to detect anomalies. Anomaly scores can be used to determine
outliers based upon a threshold or fed into more sophisticated prediction
models. Methods are based upon "Time-Series Anomaly Detection Service at
Microsoft", Ren, H., Xu, B., Wang, Y., et al., (2019)
<doi:10.48550/arXiv.1906.03821>.

Allen OBrien

Detect Anomalies Using the Spectral Residual Algorithm

spectralAnomaly-package function

Maintainer: Allen OBrien <a href="/link/allen.g.obrien%40gmail.com?package=spectralAnomaly&version=0.1.1" data-mini-rdoc="spectralAnomaly::allen.g.obrien@gmail.com">allen.g.obrien@gmail.com</a> [copyright holder]

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Apply the spectral residual algorithm to data, such as a time series, to detect anomalies. Anomaly scores can be used to determine outliers based upon a threshold or fed into more sophisticated prediction models. Methods are based upon "Time-Series Anomaly Detection Service at Microsoft", Ren, H., Xu, B., Wang, Y., et al., (2019) tools:::Rd_expr_doi("10.48550/arXiv.1906.03821").

spectralAnomaly: Detect Anomalies Using the Spectral Residual Algorithm — spectralAnomaly-package

Maintainer: Allen OBrien <a href='mailto:allen.g.obrien@gmail.com'>allen.g.obrien@gmail.com</a> [copyright holder]

spectralAnomaly-package: spectralAnomaly: Detect Anomalies Using the Spectral Residual Algorithm

Description

Arguments

Author

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