Supervised learning algorithms are trained using labeled examples, such as an input where the desired output is known. Connaissance example, a piece of equipment could have data repère labeled either “F” (failed) or “R” (runs). The learning algorithm receives a dessus of inputs along with the corresponding bien outputs, and the algorithm l