Example 1. This simple example, taken from [22], will be used throughout the paper. Some climatological
characteristics are observed, then we decide to play or not to play. Let X1 be the outlook, X2 the temperature, X3
the humidity, X4 be windy, and Y the class. In Table 1 we show the training set TRS.