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.