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It indicates the iteration at which the validation performance reached a minimum (Fahlman 1988).
The tableau algorithm terminates at an iteration at which the number of pathway fragments exceeds the limit PFL.
All the resulting new molecules are stored in a table and indexed by the iteration at which they are created.
As N approaches to ∞ the fraction of the generative iteration at which we observe e is equal to the relative frequency of e in D.
The process is then repeated until the latest value of e ψ becomes sufficiently close to its value from the previous iteration, at which point the process is said to have converged.
It is thus possible to stop the flow algorithm upon the first iteration at which the minimum augmentation path cost is zero, where the flow at this stage is a minimum-cost flow which is not necessarily of maximum size (while it has the same cost as a min-cost max-flow).
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Optimizations were converged to a gradient RMSD below 0.05 kJ/mol or continued to a maximum of 1000 iterations, at which point there were negligible changes in RMSD gradients.
Vertical lines mark the average number of iterations at which 90% of the final support difference (observed after 50 iterations) are exceeded first.
I ran approximately 10,000 iterations, at which point each additional iteration caused the mean and the standard distribution for each possible day of incubation to change by <1%.
Each model was trained for over 30 iterations, at which point all models converged (the point where training accuracy no longer increases).
Learning of recombinations was performed on the ordered, core genome alignment for 100 iterations, at which point the parameters had stabilized.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com