*3.4. Mutual Information Gain Results*

Mutual information gain feature selection for the energy consumption dataset, set as the output variable, and all the other variables, assigned to the features array, was applied according to the description in Section 2.6. The results of this analysis are represented in Figure 6 and Table 5.

**Figure 6.** Mutual information evaluated versus the features in the dataset.


**Table 5.** Mutual information gain values for the energy consumption dataset.
