Abstract
News editors obtained the following quote from the background information suppli ed by the inventors: “ “Technical Field of the Invention “At least one embodiment of the invention relates to machine learning optimizati on and, more particularly, to a device and a method for method for optimizing th e detection of target cases in an imbalanced dataset with a machine learning mod el trained using a machine learning algorithm. “Description of the Related Art “Artificial Intelligence (AI) is broadly defined as the capability of a machine to imitate intelligent human behavior. Artificial intelligence systems are used to perform complex tasks in a way that is similar to how humans solve problems. This means machines that can recognize a visual scene, understand a text written in natural language, or perform an action in the physical world. Nowadays, Arti ficial Intelligence is used in many fields.