.. _auto_curves_remove_outliers:

*REMOVE OUTLIER CURVES*
=======================

Filters a collection of curves by removing statistical outliers based on a selected curve metric (e.g. ymax) and a tolerance band. Use this worker to clean noisy curve sets before downstream analysis or plotting.

When to use
-----------

Classification: **process**.

Tagged: ``batch_curves``, ``curve_filtering``, ``outlier_removal``, ``process``, ``tolerance_band``.

Inputs
------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20 20 20

   * - Label
     - ID
     - Type
     - Default
     - Required
     - Description
   * - Curves
     - curves
     - vector
     - —
     - 
     - Collection of input curves (vector of curve objects) to be filtered; supply all candidate curves from which outliers should be removed.
   * - 
     - 
     - 
     - —
     - 
     - 
   * - Tolerance
     - tolerance
     - scalar
     - 0.5
     - 
     - Fractional half-width of the acceptance band around the median metric value; a curve is retained if its metric falls within [1−tolerance, 1+tolerance] × median — default 0.5 (±50%).

Outputs
-------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20

   * - Label
     - ID
     - Type
     - Description
   * - Curves without Outliers
     - curves_without_outliers
     - vector
     - Filtered vector of curves that passed the tolerance check; outlier curves whose selected metric falls outside the acceptance band are excluded.

Disciplines
-----------

- data.curve.pair
- data.statistics

Runnable example
----------------

A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: `/api/workflow/example?id=curves_remove_outliers <https://www.d3view.com/api/workflow/example?id=curves_remove_outliers>`_

.. raw:: html

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   Auto-generated from <code>transformation</code> schema. Worker id: <code>curves_remove_outliers</code>. Schema hash: <code>b775834cc2de</code>. Hand-curated docs in <code>workerexamples/</code> override this page when present.
   </p>