What Is Local Interpretable Model Agnostic Explanations Lime

What Does Local Interpretable Model-Agnostic Explanations (LIME) Mean?

The acronym LIME, which stands for Local Interpretable Model-Agnostic Explanations, is a specific type of algorithm mode or technique that can help to address the black box problem in machine learning.

Techopedia Explains Local Interpretable Model-Agnostic Explanations (LIME)

One way to understand the use of LIME is to start with the black box problem, where in machine learning, a model makes predictions that are opaque to the humans using the machine learning technology. Visual models explaining the LIME technique show a “pick step” process in ML where specific parts of the data set are extracted to put under a technological microscope, to make them explainable by interpreting them for human audiences.