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Rodolfo Cossovich / flexNudge-v2 Public

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Rodolfo Cossovich / flexNudge-v2 Public

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Anomaly detection settings

Number of components

Please provide a number of components (numeric only, >=1)

Axes

Select feature axes to include in model training.

Ax RMS

Ax Skewness

Ax Kurtosis

Ax Spectral Skewness

Ax Spectral Kurtosis

Ax Spectral Power 0.78 - 2.34 Hz

Ax Spectral Power 2.34 - 3.91 Hz

Ax Spectral Power 3.91 - 5.47 Hz

Ax Spectral Power 5.47 - 7.03 Hz

Ax Spectral Power 7.03 - 8.59 Hz

Ax Spectral Power 8.59 - 10.16 Hz

Ax Spectral Power 10.16 - 11.72 Hz

Ax Spectral Power 11.72 - 13.28 Hz

Ax Spectral Power 13.28 - 14.84 Hz

Ax Spectral Power 14.84 - 16.41 Hz

Ax Spectral Power 16.41 - 17.97 Hz

Ax Spectral Power 17.97 - 19.53 Hz

Ax Spectral Power 19.53 - 21.09 Hz

Ax Spectral Power 21.09 - 22.66 Hz

Ax Spectral Power 22.66 - 24.22 Hz

Ax Spectral Power 24.22 - 25.78 Hz

Ay RMS

Ay Skewness

Ay Kurtosis

Ay Spectral Skewness

Ay Spectral Kurtosis

Ay Spectral Power 0.78 - 2.34 Hz

Ay Spectral Power 2.34 - 3.91 Hz

Ay Spectral Power 3.91 - 5.47 Hz

Ay Spectral Power 5.47 - 7.03 Hz

Ay Spectral Power 7.03 - 8.59 Hz

Ay Spectral Power 8.59 - 10.16 Hz

Ay Spectral Power 10.16 - 11.72 Hz

Ay Spectral Power 11.72 - 13.28 Hz

Ay Spectral Power 13.28 - 14.84 Hz

Ay Spectral Power 14.84 - 16.41 Hz

Ay Spectral Power 16.41 - 17.97 Hz

Ay Spectral Power 17.97 - 19.53 Hz

Ay Spectral Power 19.53 - 21.09 Hz

Ay Spectral Power 21.09 - 22.66 Hz

Ay Spectral Power 22.66 - 24.22 Hz

Ay Spectral Power 24.22 - 25.78 Hz

Az RMS

Az Skewness

Az Kurtosis

Az Spectral Skewness

Az Spectral Kurtosis

Az Spectral Power 0.78 - 2.34 Hz

Az Spectral Power 2.34 - 3.91 Hz

Az Spectral Power 3.91 - 5.47 Hz

Az Spectral Power 5.47 - 7.03 Hz

Az Spectral Power 7.03 - 8.59 Hz

Az Spectral Power 8.59 - 10.16 Hz

Az Spectral Power 10.16 - 11.72 Hz

Az Spectral Power 11.72 - 13.28 Hz

Az Spectral Power 13.28 - 14.84 Hz

Az Spectral Power 14.84 - 16.41 Hz

Az Spectral Power 16.41 - 17.97 Hz

Az Spectral Power 17.97 - 19.53 Hz

Az Spectral Power 19.53 - 21.09 Hz

Az Spectral Power 21.09 - 22.66 Hz

Az Spectral Power 22.66 - 24.22 Hz

Az Spectral Power 24.22 - 25.78 Hz

Dx Average

Dx Minimum

Dx Maximum

Dx RMS

Dx Stdev

Dx Skewness

Dx Kurtosis

Dx Moving Average

Dy Average

Dy Minimum

Dy Maximum

Dy RMS

Dy Stdev

Dy Skewness

Dy Kurtosis

Dy Moving Average

Training output

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Model

By definition there should be as few as possible anomalies in the training dataset, and thus accuracy is not calculated during training. Run Model testing to learn more about the model performance.

Anomaly explorer

X Axis

Y Axis

Test data

No model generated yet.

Retrain this model to reveal additional visualizations

Anomaly score

...

Average axis distance

...

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Target device

Configure your target device for model performance calculations, and to enable target specific optimizations.

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Configure your target device and application budget

Target device

Define your target device requirements to inform model optimizations and performance calculations. No device yet? Use the default settings which you can change at any time.

Target device

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Application budget

Specify the available RAM and ROM for the model's operation, along with the maximum allowed latency for your specific application. Not sure yet? Start with the defaults and modify them later on.

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