Accuracy performance results of the male patients.

Remark that the accuracy is computed as . The columns show: the UPDRS score (marked as NaN in the case of healthy patients), the SM1, SM2 and SM3 performances obtained with a GLRT. As outlined, the first three bases have been considered for SM2 and SM3. Furthermore, note that a cross-validation has been performed for any of the presented results and, therefore, the provided accuracy are the averaged accuracy scores. Configuration for the cross-validation for SM1, SM2, SM3 and the GLRT in 7.2. Afterwards, the results of the IMFs-MFCCs and BLIMFs-MFCCs are provided. The considered bases are the same of the SM2 and SM3. Configuration for the SVM run corresponds to the same of [29] given in 7.4.