In real-life situations, explanation is by nature an interactive process involving an exchange between the system and the user.High quality explanations are crucial and should be based primarily on argumentation mechanisms.In neural architectures, the correlation between the internal states of the network (e.g., the weights of individual nodes) and the rationale for the classification result made by the network is not well studied.The Antidote project is based on three considerations: For example, the next sentence after the anecdote could be: 'Have you ever delved head-first into a situation and run. Next time I stop to smell the flowers, Ill make sure Ill do it with my eyes wide open.' The anecdote provides a lead-in to the overall message of your speech or essay. Given these considerations, the Antidote project promotes an integrated view of explainable AI (XAI), where low-level features of the deep learning process are combined with higher-level patterns of human argumentation. antidote synonyms, antidote pronunciation, antidote translation, English dictionary definition of antidote. I was soon itching and twitching like a scrappy dog. The goal is for the system to be able to formulate the explanation in a clearly interpretable, even convincing, manner. You can find antidotes to poison, anxiety, sadness or even a bad day. In adults the single acute threshold dose for severe liver damage (which has been arbitrarily defined as elevation of the plasma alanine or aspartate. something that prevents or counteracts injurious or unwanted effects. using additional knowledge that can help in explaining the prediction process and selecting appropriate examples. A noun that comes all the way to us from the ancient Greek word antidoton, which means given as a remedy, an antidote counteracts or relieves the negative effects of something. a medicine or other remedy for counteracting the effects of poison, disease, etc.refer to specific elements that contributed to the algorithm's decision antidote :a remedy that stops or controls the effects of a poison.choosing an appropriate level of generality/specificity of the explanation.To be effective, it requires, among other things: Providing high-quality explanations for AI predictions based on machine learning is a difficult and complex task.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |