H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Creating an R/Python function that will return the formatted Shapley codes for a specific record. The format should be something like:
||Column||Contribution||Value|| |Gender|-0.2|Female| |Age|0.1|30|
The table should be ordered based on absolute contribution so the user sees the columns with greatest contributions at the top of the table.