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We improve the model selection process by storing all the models selected in any iteration and applying Occam's window to this cumulative set of models as the last step in the algorithm.
The selection criterion ("p-remove") was set at 0.05 and from the models selected in each bootstrap sample, variables were retained for a final model if they were selected in at least 67% of the 1500 samples (i.e. more than 1000).
Analysis results showed that the proposed hybrid forecasting approach receive better forecasting performance compared with classical prediction models selected in this paper, and the CAEFOA obtain higher optimization efficiency than FOA.
The models selected in this survey only characterize the arrival of comments to a single thread.
Models, selected in Step 3 are launched in Step 4, where the user can monitor the status of the processing.
It can be seen that the models selected in CORNER and iTETRIS differ to our measurements by 10 dB and more in critical NLOS areas.
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Similarly after automatic model selection only FIGO stage was kept in the final model (selected in 94% bootstrap samples) and addition of MGB-2 to the model delivered no significant improvement (Table 4).
Evidence indicates that the success of PBF depends, in large part, on the model selected, in relation to a variety of contextual factors.
Multivariate analysis was performed by using the Cox proportional hazards model selected in forward stepwise.
NJ trees used the BioNJ method with the ML distance model selected in Modeltest V.3.7 [ 48].
A topology of the NJ tree rooted with A. trichopoda and a nucleotide substitution model selected in Modeltest were used.
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