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Data Denoising with Percentile Filter
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:doc:`/SingleStepClassifiers/NonCausalStep/index`

The step applies the *Percentile Filter* algorithm to denoise one-dimensional time series data. Note that the algorithm does not need the timestamp information to denoise the data.

.. rubric:: Input Parameters

1. One-dimensional time series data

2. Filter width

3. A specified percentile of a certain number of data points around the considered data point

.. rubric:: Output Parameters

1. Denoised time series data

.. rubric:: Workflow

.. image:: workflow.svg


.. rubric:: Algorithm

:doc:`/Algorithms/PercentileFilter/index`