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 make his plot, mainly serve
                        the paper publication.
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 printed.
scatter.plot.simple     Simple scatter plot, adding marginal histogram
                        by default.
shap.importance         Variable importance as measured by mean
                        absolute SHAP value.
shap.plot.dependence    SHAP dependence and interaction plots
shap.plot.force_plot    Create SHAP force plot (stacked bar chart)
shap.plot.force_plot_bygroup
                        Create faceted SHAP force plots by cluster
shap.plot.summary       SHAP summary plot using long-format SHAP values
shap.plot.summary.wrap1
                        A wrapped function to make summary plot from
                        model object and predictors
shap.plot.summary.wrap2
                        A wrapped function to make summary plot from
                        given SHAP values matrix
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 (stacked bar
                        chart)
shap.values             Get SHAP scores from a trained XGBoost or
                        LightGBM model
shap_int_iris           The interaction effect SHAP values example
                        using iris dataset.
shap_long_iris          The long-format SHAP values example using iris
                        dataset.
shap_score              SHAP values example from dataXY_df .
shap_values_iris        SHAP values example using iris dataset.
