Parameter Selection and Values
Multi-Objective Parameter Selection for Classifers
... different values can have a profound im- pact on their ...obtain parameter values that optimize several concurrent – often conflicting – ...Pareto-optimal parameter configurations and leaves ...
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Statistical Analysis and Parameter Selection for Mapper
... Unsupervised methods generally depend on parameters that need to be chosen by the user, such as the number of selected dimensions for dimension reduction methods or the number of clusters for clustering methods. ...
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Dominant parameter selection in the marginally identifiable case
... and 1 + α 2 . Hence, their ratio (the condition number) is α 1 = (1 + α 2 )/(1 − α 2 ). If we choose α 2 = 0.95, then we have approximately α 1 = 40. The candidate parameters are chosen from the list of parameters, ...
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Parameter Selection using Evolutionary Strategies in ImageJ
... good values for a speci c param- eter and in other cases one has to try one value after an other in order to nd one which is suitable for the purpose of the task at ...
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Parameter selection methods in inverse problem formulation
... provide parameter estimates with quantifiable small uncertainty ...admissible parameter values and initial values of interest along with a minimum of information (an estimate of the variance) ...
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Automatic Unsupervised Parameter Selection for Character Segmentation
... value selection for all involved ...unsupervised parameter selection methodology that can be applied to the character segmentation ...different values of the parameters involved in the ...
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Warm Start for Parameter Selection of Linear Classifiers
... If a dual-based method is considered, an optimal w C is re- turned by (4) and we can still check (24). 3.4 The Overall Procedure With all results ready, we propose in Algorithm 1 a practi- cally useful procedure for ...
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Individual Parameter Selection Strategy for Particle Swarm Optimization
... While k 1 > 1 and k 2 = 1, this non-linear score strategy is called strategy two here. And strategy three corresponds to k 1 = 1 and k 2 > 1, strategy four corresponds to k 1 > k 2 > 1. Description of three non-linear ...
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Toward the Online Visualisation of Algorithm Performance for Parameter Selection
... mutation values are causing those populations to converge faster than their slower counterparts, which are struggling to generate mutations strong enough to escape the deceptive fronts on which they have become ...
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Benchmarking selection of parameter values for the Barcelona basic model
... BBM parameter values for the soil, with complete freedom on the methodology they employed for selection of parameter ...BBM parameter values, together with details of the ...
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Informative Hyper-parameter Optimization and Selection
... the values that were deemed optimal is very insightful for ways to improve and make searches more ...categorical values, it is useful to note that ...
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From Parameter Tuning to Dynamic Heuristic Selection
... To overcome the sparseness issue we propose a complex solution, which is spread in both search space structure and sampling process. For the APSP representation we suggest using a data structure, similar to feature trees ...
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Modelling Safety-Related Driving Behaviour - the Impact of Parameter Values
... the selection of parameter ...safe parameter values would distort the predictions 532 of scheme performance and could lead to sub-optimal ...such values may lessen 533 the risk of ...
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On the adaptive selection of the parameter in stabilized finite element approximations
... The values of norms of the errors obtained for various stabilized schemes and various values of the stabilization parameter on fixed meshes from Figures 1 and 2 are illustrated in Figures 3 and 4 for ...
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Bayesian parameter estimation and variable selection for quantile regression
... candidate values are accepted in Gibbs sampling, another factor may be that the Gibbs sampler updates the regression parameters in one block and the latent parameters in another ...each parameter one by one ...
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Road Parameter Values [PV2]
... present values (for the newer portion of the fleet) should be sufficiently applicable in the short term, since it is predicted to be several years before any such declines in the averages become ...average ...
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LoRa Transmission Parameter Selection
... transmission parameter selection on communication ...of parameter settings on energy consumption and communication ...transmission parameter selection that a deployed LoRa network ...
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Logarithmic Convexity of the One-Parameter Mean Values
... LOGARITHMIC CONVEXITY OF THE ONE-PARAMETER MEAN VALUES WING-SUM CHEUNG AND FENG QI Abstract. In this article, the logarithmic convexity of the one-parameter mean values J(r) and the ...
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A Parameter Selection Framework for Sustainability Assessment
... technology selection, strategy identification, and conceptual system design, but also in recognition for the potential of this goal to be subsequently ...the selection of those that are most meaningful in ...
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