CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER 
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.. _curvegetoptimalpolynomialorder:


A new worker, ``*CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER``, has been added to Workflows to automatically determine the most suitable polynomial order for curve fitting.

**Overview:**

The ``*CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER`` worker analyzes input data and identifies the optimal polynomial degree that best fits the curve based on evaluation metrics such as R².

**Key Features:**

- Automatically selects the best polynomial order for curve fitting.
- Evaluates multiple polynomial degrees to determine the optimal fit.
- Uses statistical metrics (e.g., R²) for accuracy assessment.

**Benefits:**

- Eliminates manual trial-and-error in selecting polynomial order.
- Improves curve fitting accuracy and efficiency.
- Streamlines model calibration and data analysis workflows.


.. thumbnail:: /_images/Images/curvegetoptimalpolynomialorder.png
   :title:

   CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER

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