Some specimens had more than 1 encounter on the day matched, so we used the following algorithm for selection of the ICD-9 code: if 1 of the ICD-9 codes present was from the ILI syndrome list, it was selected.
Figure: Basic feature selection algorithm for selecting the best features.
The algorithm for selection or elimination of variables, the feature ranking, can be based on different criteria, e.g., F test, Mann-Whitney test, or the SVM ranking feature elimination (SVM RFE) approach [32].
Then, through the MFS algorithm for feature selection, the feature set (F_6=){Ypereight, Ypernine, Yaverageabsdif, Ystandarddev, Yperseven, Yannmin, Yenergy, Ydomfre} was selected.
The following design factors were considered: (i) number of radial units, (ii) algorithm for selection of radial centers and (iii) algorithm for selection of the spread factor of the radial function.
Through IG algorithm for feature selection, the data must be discretized first before the experiment.
Hence, we revisited a DCoP technique for developing a new complete algorithm for service selection: the'Synch4QoS' implemented under a multi-agent architecture using a real-time Web protocol for communi- cation.
Second, our study used a novel algorithm for patient selection, the accuracy of which is unknown.
Such software packages have to include as a minimum, a CAT algorithm for item selection, the item bank with psychometric characteristic and a patient-interface presenting items graphically and collecting responses.
An algorithm for the selection of the spread constant is applied and tests are performed for the determination of the neural network with the best performance.
