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The windowing aims to decrease runtime and reduce statistical noise that might be caused by distant SNPs with random non-zero correlation but no true LD.
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An increase in frequency thus decreases runtime for all compute-bound programs.
It is also true that increasing the available memory significantly decreases runtime by keeping the garbage collection overhead to a minimum.
Keeping everything else constant, higher clock frequency leads to faster computing speed and thus decreased runtime for all computation-bounded programs [ 36].
Between MICS values of 9 and 15 each stepping decreases runtime by about a factor of 4, after which yields diminishing returns.
Reif et al. (2012b) investigate increasing the accuracy and decreasing runtime of a genetic algorithm for selecting learning parameters for a Support Vector Machine and a Random Forests classifier.
The gradual decrease of runtime (Table 13) is cabinet for the increased number of mappers over techniques, stating the prudent runtimes for proposed techniques.
By those means we can decrease simulation runtime far below real-time.
Also, a pruning technique is proposed to decrease the runtime of the systematic variation modeling.
Again, the maximum number of iterations can be reduced by the user in order to decrease the runtime.
23 In subsequent sections, we will investigate how and when the decrease in runtime occurs in more detail.
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