In this post, we will be learning a tool to reveal the working mechanism of a black box model. But before we start, let talk about something else.
Hello All,As you may already know, I’m full-time bug bounty hunter and earlier this year I had signed a contract as an “Information Security Analyst” in one of the security services providers in our MENA region.
The Case For Mystery in Machine Learning. Black-box models, or algorithms too complex to understand without sophisticated analysis, are becoming more common in the quest for increasingly accurate predictive analytics.
Opening black-box models with LIME — Beauty and the beast: A simple step-by-step guide (with Python codes) that truly explains what LIME is and how it works as well as some potential pitfalls.