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Next, a minimum subset of dimensionless parameters using the Buckingham Π theorem is selected.
Reduct is described as a minimum subset of attributes, completely discriminating all objects in a data set.
Feature selection consists in finding a minimum subset of attributes that preserves the ability to discern between objects from different classes.
FR can automatically identify a minimum subset of well log data as neural inputs, and the MLP is trained to learn the complex correlations from the selected well log data to a target reservoir property.
The objective of this study was to establish a minimum subset of simple criteria for the self-assessment of the quality of first-trimester ultrasound images of nuchal translucency (NT) and crown-rump length (CRL).
Here, the main effect of the WAAC algorithm is the identification of a minimum subset of descriptors which are the most important for the development of a predictive model.
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The tasks within A have a relationship of choice between them and it is the same within B. The instruction 5 calculates a minimum subset (Y_W) of (X_W).
Afterwards the GA Attribute Selection worker was used to determine an optimized minimum subset of 75 molecular descriptors (from an original 155) with maximum predictability.
However, to deal with high dimensional data, the best-optimized methodology is always required to select the minimum subset of descriptors to predict a certain property with a good performance, less computational/time cost and in a more robust way.
The problem lies in selecting the minimum subset of descriptors that can predict a certain property with a good performance, less computational/time cost and in a more robust way, since the presence of irrelevant or redundant features can cause a poor generalization capacity.
The problem lies in selecting the minimum subset of descriptors that can predict a certain property with a good performance, computationally efficient and in a more robust way, since the presence of irrelevant or redundant features can cause poor generalization capacity.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com