Machine learning tasks
Machine learning tasks or machine learning processes are typically classified into three broad categories, depending on the nature of the learning feedback available to a learning system. Supervised learning, unsupervised learning, and reinforcement learning; these three kinds of machine learning tasks are shown in Figure 3, and will be discussed in this section:
A supervised learning application makes predictions based on a set of examples, and the goal is to learn general rules that map inputs to outputs aligning with the real world. For example, a dataset for spam filtering ...