Man pages for mayer79/flashlight
Shed Light on Black Box Machine Learning Models
| add_shap | Add SHAP values to (multi-)flashlight |
| ale_profile | ALE profile |
| all_identical | all_identical |
| auto_cut | Discretizes a Vector |
| common_breaks | Common Breaks for multiflashlight |
| cut3 | Modified cut |
| flashlight | Create or Update a flashlight |
| grouped_center | Grouped, weighted mean centering |
| grouped_counts | Grouped count |
| grouped_stats | Grouped Weighted Means, Quartiles, or Variances |
| grouped_weighted_mean | Fast Grouped Weighted Mean |
| is.flashlight | Check functions for flashlight Classes |
| light_breakdown | Variable Contribution Breakdown for Single Observation |
| light_check | Check flashlight |
| light_combine | Combine Objects |
| light_effects | Combination of Response, Predicted, Partial Dependence, and... |
| light_global_surrogate | Global Surrogate Tree |
| light_ice | Individual Conditional Expectation (ICE) |
| light_importance | Variable Importance |
| light_interaction | Interaction Strength |
| light_performance | Model Performance of Flashlight |
| light_profile | Partial Dependence and other Profiles |
| light_profile2d | 2D Partial Dependence and other 2D Profiles |
| light_recode | Recode Factor Columns |
| light_scatter | Scatter |
| most_important | Most Important Variables. |
| multiflashlight | Create or Update a multiflashlight |
| plot_counts | Add Counts to Effects Plot |
| plot.light_breakdown | Visualize Variable Contribution Breakdown for Single... |
| plot.light_effects | Visualize Multiple Types of Profiles Together |
| plot.light_global_surrogate | Plot Global Surrogate Trees |
| plot.light_ice | Visualize ICE profiles |
| plot.light_importance | Visualize Variable Importance |
| plot.light_performance | Visualize Model Performance |
| plot.light_profile | Visualize Profiles, e.g. of Partial Dependence |
| plot.light_profile2d | Visualize 2D-Profiles, e.g. of Partial Dependence |
| plot.light_scatter | Scatter Plot |
| predict.flashlight | Predictions for flashlight |
| predict.multiflashlight | Predictions for multiflashlight |
| print.flashlight | Prints a flashlight |
| print.light | Prints light Object |
| print.multiflashlight | Prints a multiflashlight |
| residuals.flashlight | Residuals for flashlight |
| residuals.multiflashlight | Residuals for multiflashlight |
| response | Response of multi/-flashlight |
