What are some techniques for explaining machine learning models?

Mar 27, 2025 ... We can also apply more sophisticated methods to extract relevance feedback from the top-ranked documents - machine learning models can provide a ... Our study suggests that machine learning techniques can assist in studying unstructured data that contain rich information and providing insights into finance ... In simpler terms, machine learning enables computers to learn from data and make decisions or predictions without being explicitly programmed to do so. At its ... The study indicated that the videos showing AI automatically identifying cephalometric landmarks was moderate in quality. Cephalometric analysis is typically ... ... information theorists, computer scientists, and neuroscientists, all studying common problems. Information theory and machine learning still belong together. Oct 28, 2020 ... In several finance classification tasks, machine learning algorithms have advantages over traditional techniques for two reasons: (1) they often ... Apr 24, 2018 ... AI is a technology that is transforming every walk of life. It is a wide-ranging tool that enables people to rethink how we integrate information, analyze data, The article discusses a machine learning method for a control system for a hand limb prosthesis with a non-invasive biosignal reading system, which operates in ... Sep 14, 2023 ... In active learning, the informative data points are selected using query strategies instead of a pre-defined labeled dataset. Then, an annotator ... ... Artificial Intelligence (AI) in transforming business. Covering key areas like machine learning, natural language processing, computer vision, and robotics ...