Man pages for liuyanguu/SHAPforxgboost
SHAP Plots for 'XGBoost'
| binner | Bins a variable into n_bins quantile groups. |
| dataXY_df | Terra satellite data (X,Y) for running the xgboost model . |
| label.feature | Modify labels for features under plotting |
| labels_within_package | labels_within_package: Some labels package auther defined to... |
| new_labels | new_labels: a place holder default to NULL. |
| plot.label | Internal-function to revise axis label for each feature |
| scatter.plot.diagonal | Make customized scatter plot with diagonal line and R2... |
| scatter.plot.simple | Simple scatter plot, adding marginal histogram by default. |
| shap.importance | Variable importance as measured by mean absolute SHAP value. |
| shap_int_iris | The interaction effect SHAP values example using iris... |
| shap_long_iris | The long-format SHAP values example using iris dataset. |
| shap.plot.dependence | SHAP dependence plot and interaction plot, optional to be... |
| shap.plot.force_plot | Make the SHAP force plot |
| shap.plot.force_plot_bygroup | Make the stack plot, optional to zoom in at certain x or... |
| shap.plot.summary | SHAP summary plot core function using the long format SHAP... |
| shap.plot.summary.wrap1 | A wrapped function to make summary plot from model object and... |
| shap.plot.summary.wrap2 | A wrapped function to make summary plot from given SHAP... |
| shap.prep | Prepare SHAP values into long format for plotting |
| shap.prep.interaction | Prepare the interaction SHAP values from predict.xgb.Booster |
| shap.prep.stack.data | Prepare data for SHAP force plot (stack plot) |
| shap_score | SHAP values example from dataXY_df . |
| shap.values | Get SHAP scores from a trained XGBoost or LightGBM model |
| shap_values_iris | SHAP values example using iris dataset. |
| strongest_interaction | Finds variable with presumably strongest interaction effect. |
