Clustering validation
The robustness of the parameter search in the clustering methodology was validated through an M-hold-out using 80% of the data for parameter search. The chosen algorithms with their corresponding parameters (i.e. fuzzification parameter The validation is successful based on the visual overlap between the clusters assigned to the test set, which are not used in the parameter search (see Figure 