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Additionally GA was also used for the selection of most relevant set of input features to the neural network.
This work presents a multi-objective wrapper, based on genetic algorithms, to select the most relevant set of features for face recognition tasks.
These ranked variables are sequentially added to the learning algorithm to find the most relevant set of predictors leading to the model of smallest error rates.
One of them is the selection of the most relevant set of molecular descriptors for the property or activity that is intended to be modeled.
In this paper, we presented a novel geospatial image and video filtering tool (GIFT) to select the most relevant set of input images and videos for computer vision applications.
In order to select the most relevant set of molecules, we conducted comparisons between the potent PA6 cell line and mouse embryonic fibroblasts (MEF), a mouse kidney cell line MM55K, and subtypes of PA6 and MS5 lines that lack DA-inducing activity.
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The ANFIS process for variable selection includes evaluating several combinations of input parameters for three cases with 1, 2 and 3 inputs to recognize the most relevant sets.
Focusing once more on limited commitment as the probably most relevant setting, empirical implications from our study can be summarized as follows: We would expect to see timely accounting (emphasis on relevance) if negative correlation is present and the reduction in noise over time is not too strong.
It is likely that a much larger evidence base exists when the scope is extended beyond the UK, however, this review sought to identify useable evidence to enable modelling of specific short-term outcomes associated with the Building Blocks trial using the most relevant setting of the UK.
The mouse model provides the most relevant setting to study and molecularly dissect the process of metastasis in vivo.
For most relevant sets of parameter values compatible with most classical aDNA analyses, i.e., limited time lapse with respect to the root of an intraspecific tree, heterochrony leads to a shift toward star-like trees, revealed by negative frequency statistics and a deficit of association between mutations, thus mimicking population expansion possibly following a drastic bottleneck (Fig. 6A).
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