Shap Values Save

Shap values for model interpretation

Project README

This repository contains the backround code of: How to intepret SHAP values in R

To execute this project, open and run shap_analysis.R (wich loads shap.R).

It will load the bike dataset, do some data preparation, create a predictive model (xgboost), obtaining the SHAP values and then it will plot them:

Shap summary Shap summary

It is easy to reproduce with other data. Have fun!

Open Source Agenda is not affiliated with "Shap Values" Project. README Source: pablo14/shap-values
Stars
55
Open Issues
1
Last Commit
4 years ago
Repository

Open Source Agenda Badge

Open Source Agenda Rating