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This, in turn, substantially increases the calculation time of the model.
Decreasing the solution time of the model is another direction of the study.
In early performance evaluation, the key issue is the tradeoff between accuracy and development time of the model.
These redundant negative samples not only reduce the detection accuracy, but also increase the training time of the model.
Based on structural observations, we introduce a set of algorithms that theoretically reduce the solving time of the model.
At the time of the model calculation, we used all ground and satellite magnetic data available in order to come up with the best possible solution.
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" Hp r " represents the first alternate hypothesis, which is true when the conventional technique takes longer than the model-based tool; then, the time spent to use the conventional technique minus the time of the model-based tool is positive.
Recall that we identified seizure frequency with escape times of the model.
The difference between the average access times of the model and the actual system, was within 15%.
The considerable difference in the number of required STML files is additionally reflected in the average execution times of the model checker.
Analytical and approximate expressions are derived for the spike timings exploiting the different time scales of the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com