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Using satellite and observatory data (selected and processed as indicated before), high quality models of the recent geomagnetic field have been developed.
In all experiments, the MDL public keys and PubChem's CACTVS [36] are used for model development since they tend to yield high quality models [10, 37, 38].
Further, high quality models developed for a small subset of chemical space can be combined in a global model that covers larger chemical space using various ensemble techniques.
The obtained results successfully confirmed the accuracy of employed methods to achieve high quality models for the toxin and its receptors within their lipid bilayers.
The metric is dependent on the underlying model quality, in such sense PM values around 0.5 are calculated for poor to random models, and values between 0.9 and 1.0 for high quality models.
The hybridization of sparse fuzzy inference systems with genetic algorithms led to the generation of more high quality models that can in turn be used in the FD process as residual generators.
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Such efforts will result in high quality model catalysts suited for single parameter studies.
An essential component of a successful QA program is effective communication between these team members to ensure creation of a high quality model.
In case of a high quality model, this translates to a situation with maximum rates of true positives and true negatives.
A similar behavior is observed for the CCR, MCC and CKC metrics when applied to the high quality model situation (λ = 20).
The results revealed that an optimization in parameter initialization will improve the ability of deep neural networks to provide high quality model predictions.
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