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