Understanding Machine Learning Models Better with Explainable AI

It is interesting to decipher the working of Machine Learning through a web-based dashboard. Imagine gaining access to the interactive plots displaying information on model performance, feature importance as well as What-if analysis. What is exciting is that one does not need any web development expertise to build such an informative dashboard but simple few lines of python code are sufficient to generate a stunningly interactive Machine Learning Dashboard. This is possible by using a library called'Explainer Dashboard'. The ExplainerDashboard is a python package which generates interactive dashboards which allow users to understand as well as explain how the model works and how it is deciding the outcome.