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The generation process has been done by multiple run of K-means algorithms, each with random initialization of cluster centroids.
Noted that multiple run of our approach generates different sets of rules.
Similar result form in silico experiments can be obtained only by multiple run of the program and subsequent averaging of the results.
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The average in MSE is calculated from multiple runs of the simulations.
Multiple runs of the five-fold method were conducted with different random orderings of the data.
Because these analyses involve multiple runs of a computer code, they can rapidly become computationally expensive.
Then GSA control parameters are tuned by carrying out multiple runs of algorithm for each control parameter variation.
The algorithm combines nonlinear optimization techniques with numerical eigenvalue sensitivities obtained from multiple runs of a load flow solver and partial eigensolutions.
Scrambled-QMC has been utilized to obtain the error bounds of the estimation, thanks to multiple runs of randomized sample sets.
Statistical evidence also shows that EAC is able to outperform a traditional method based on multiple runs of k-means over a range of k.
This type of computer-aided structure elucidation (CASE) approach suffers from the complex and time-consuming nature of NMR experiments, which usually involve multiple runs of different 2D NMR [16].
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