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They conclude that, depending on the chosen repetition algorithm, the optimal data rate varies between 6 and 12 Mbps.
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Crochemore's repetitions algorithm, also referred to as Crochemore's partitioning algorithm, was introduced in 1981, and was the first optimal O (n log n ) -time algorithm to compute all repetitions in a string of length n.
Because at each repetition, the algorithm behaves differently, the average represents the performance of a collection of deterministic algorithms.
Automatic download from the NCBI data base: the user enters one or more GI numbers separated by commas, and the tools will download the sequences from the NCBI data base and run the repetition extraction algorithm.
Ten repetitions of the algorithm are shown, with corresponding repetitions starting from the same initial random seed.
Repetition of this algorithm yields a forest of trees, each of which have been trained on bootstrap samples of instances.
A change of this proportion in the allocation of examples for the training and test sets would lead to a boost in the performance of our method; unfortunately, the leave-one-out cross validation would require the repetition of the algorithm (creation of training/test sets, their transformation to digital rules, etc).
Ten repetitions of each algorithm are shown.
The value of the objective function is the minimum found from ten repetitions of the algorithm.
In addition, the model with the fewest number of descriptors from 10 repetitions of each algorithm had 95 descriptors in the case of GA/PLS (objective function of 42.6°C) but only 57 for WAAC/PLS (objective function value of 42.3°C).
From those steps we can see that the execution time of the segmentation task depends linearly on the number of the nodes in the mesh and the necessary number of algorithm repetitions (calculation of new position for each node of the mesh).
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