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Many cases with various configurations of parameters (mainly BO, SO and sample rates) have been studied.
For each algorithm, many cases with different configurations of parameters (e.g., payload, superframe length, macMaxCSMABackoff s, and macMaxFrameRetries) have been simulated.
In the first step, we execute the proposed BW-scalable ME algorithm with different configurations of parameters to obtain the corresponding BWlower, BWupper, and R-D data.
Average MSPD ϕ obtained by comparing automatic width measurements with human judgements for different configurations of parameters r w and r e. Minimum and maximum area constraints resulting from the first configuration step are used in this case.
First configuration step (shape constraints neglected): average MSPD λ obtained by comparing automatic results on brushstroke length with observations by human subjects for different configurations of parameters r m and r M. Figure 8 First configuration step (average MSPD ϕ ).
Average MSD α obtained by comparing automatic orientation measurements with human judgements for different configurations of parameters r w and r e. Minimum and maximum area constraints resulting from the first configuration step are used in this case.
Similar(51)
We define the likelihood for a configuration of parameters Φ and links X as Pr (Φ, X, D ) = Pr Pr (X | Φ ) Pr (D | Φ, X ) ∝ λ | X | 1 − λ | L − X | α | I 10 | (1 − α ) | I 00 | β | I 01 | (1 − β ) | I 11 |, since we assume that all configurations of parameter values are equally likely.
GMM distributions with various configuration of parameters (k a, k v, N M, K) are trained.
The setting and configuration of parameters require expertise in experimentation, data collection, and analysis.
We use the concept of Pareto efficiency to define which configuration of parameters is "better" than another.
We decide to use the same configuration of parameters the author originally proposed, this is 5 r_bins and 12 θ_bins.
More suggestions(16)
settings of parameters
sets of parameters
setup of parameters
training of parameters
mix of parameters
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set of parameters
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