unexplainable adjective as in inexplicable impossible to explain a series of unexplainable weather events Synonyms & Similar Words Relevance inexplicable irrational inexplainable unreasonable unaccountable unusual indescribable mysterious indefinable incomprehensible odd inexpressible unfathomable unknowable illogical enigmatic inscrutable strange

in· ex· plain· able ˌi-nik-ˈsplā-nə-bəl : inexplicable Synonyms inexplicable unaccountable unexplainable See all Synonyms & Antonyms in Thesaurus Example Sentences a computer prone to inexplainable crashes Word History First Known Use circa 1623, in the meaning defined above Time Traveler The first known use of inexplainable was circa 1623

baffling, incomprehensible, mysterious, mystifying, odd, peculiar, puzzling, strange, unaccountable, unfathomable, astonishing, astounding, eerie, exceptional, extraordinary, …

Explainable AI (XAI) is artificial intelligence that is programmed to describe its purpose, rationale and decision-making process in a way that can be understood by the average person. XAI is often discussed in relation to deep learning and plays an important role in the FAT ML model (fairness, accountability and transparency in machine learning).

What is Explainability? AI algorithms often are perceived as black boxes making inexplicable decisions. Explainability (also referred to as “interpretability”) is the concept that a machine learning model and its output can be explained in a way that “makes sense” to a human being at an acceptable level.

Explainable AI (XAI), or Interpretable AI, or Explainable Machine Learning (XML), is artificial intelligence (AI) in which humans can understand the decisions or predictions made by the AI. It contrasts with the "black box" concept in machine learning where even its designers cannot explain why an AI arrived at a specific decision.By refining the mental models of users of AI …

Nov 2, 2021 · Explainable AI (XAI) describes the challenge of understanding why an artificial intelligence algorithm makes a decision. The question of “why” should be answered in an understandable and interpretable way. As a solution, some algorithms act transparently or have to be made explainable in retrospect (post-doc).

Jan 4, 2022 · Explainable artificial intelligence (XAI) is a set of processes and methods that allows human users to comprehend and trust the results and output created by machine learning algorithms ...

explainable: 1 adj capable of being understood “ explainable phenomena” Synonyms: interpretable explicable capable of being explicated or accounted for

Jan 20, 2023 · Here, explainable deep learning and climate networks give insight into the dependencies between El Niño and river flow, with implications for machine learning-based earth system model coupling ...

Jul 4, 2020 · Challenges in eXplainable AI. Source: Gunning, D. (2017). Explainable artificial intelligence (xai). Defense Advanced Research Projects Agency (DARPA), nd Web, 2, 2.. With AI technologies being deployed at scale as well as performing autonomously, it becomes imperative to instil the property of explainability in AI; which would result in the users trusting the AI …

Jul 22, 2022 · What Does Explainable AI (XAI) Mean? Explainable AI (XAI) is artificial intelligence that can document how specific outcomes were generated in such a way that ordinary humans can understand the process. The goal of XAI is to make sure that artificial intelligence programs are transparent regarding both the purpose they serve and how they work.