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All models are initialized to have correct location mean and the initial variance for location dimensions is 102m2.
Models are initialized using this observed data.
Moreover, by adopting the first generation index as comparison indicator, all the models are initialized in the same way.
Trivially, the cumulative attack rates are quite different, even though the models are initialized in the same way, thus leading to different evaluations of the effectiveness of the same containment measure.
This is likely due to the fact that as more NN models are initialized from a list of models from irrelevant domain knowledge, there is a smaller chance that either of the functional variables can be initialized by chance.
For each ecosystem, models are initialized with empirically constrained concentrations (Knightes et al. 2009) and run with present-day deposition from GEOS-Chem for scenarios 1 and 2 (Table 1).
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In this paper, the parameters of the improved AlexNet model are initialized by those trained from MINC.
In first step, each phoneme (including the conventional phonemes and the non-speech phoneme) in GMM/HMM hybrid model are initialized.
The parameters of the model are initialized with the values estimated for independent audio and visual HMMs and posteriorly re-estimated jointly.
To start with, all the solutions, which are the dusts in the algorithm model, are initialized randomly, or based on the prior knowledge; what's more, we assign every dust (solution) a weight, we call it mass, whose values are based on the mass function generated from the space of the problem solution; finally, the GFA begins.
The model is initialized using an initial network topology.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com