Accumulated Local Effects
These demonstrations of the accumulated local effects in scikit-explain are generated from tutorial notebooks that are available on GitHub
General Use
- Accumulate Local Effects (ALE) Documentation
- Computing 1D ALE
- Adding Individual Conditional Expectation (ICE) curves
- Computing and Plotting 2D ALE
- Using ALE for interaction effects
- Using ALE to compute overall interaction strength
- Using ALE to compute the main effect complexity
- ALE for Regression Problems