CURVE_GET_OPTIMAL_POLYNOMIAL_ORDER

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.