Explainability Using Bayesian Networks

Can we use DAG for DL needs?

Author

Introduction

This post was written as an adjacent research step to the previous one. in that post we presented a DL methodology which receives a combination of text and tabular data and aims to outperform classical ML tools such as XGBoost. Recall that the comparison between these mechanisms provided this plot:

Author — The red curve is a DL engine and the blue is an existing XGBoost trained by a massively …

bayesian bayesian-networks bayesian-statistics causal inference explainability explainable ai networks