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The complete set of features is summarised in Table 1.
The complete set of features is: 1. Rhetorical category of the sentence under analysis.
Starting from the complete set of features, it generates an ordering at each time taking out the least promising feature.
To examine how much discriminative our feature groups in ({mathcal {F}}_1) are, we further conducted an analysis using the labeled examples and the standard feature selection measure (chi ^2) to find the top features only half of the features with scores greater than a given threshold (0.5) were selected (see Table 8 for the complete set of features and their corresponding (chi ^2) scores).
It can also be argued that a classifier built with a smaller number of features is preferable to an equally accurate classifier built with the complete set of features.
Table 3 shows the complete set of features of each model.
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In the baseline version of the algorithm, the complete set of feature images F is stored separately using a cube data structure (referred to as fmat[k][i][j]) which can be regarded as an instance of a SoA data structure.
Currently, metabolite identification is a manual or semi-automated process assessing those features of biological interest and not the complete set of detected features (Dunn, 2008).
It must be noted that any subset of the complete set of patient features, with any combination of linguistic labels related to the operators and and or, can take part in the rule antecedent.
As expected, the model with the most complete set of features outperforms the others.
The use of complete set of features in the process of automatic classification is often not a feasible option due to the issues of curse of dimensionality.
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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