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Exact(5)
By multiplying the power of 1.1 by the n, method 3 incorrectly increases the ability of the feature to distinguish text categories.
The larger the value of S AB(f) the better is the separation ability of the feature f for these two classes.
The ability of the feature space,, to characterize the underlying perceptual phenomenon is critical to the effectiveness of the overall framework.
By limiting the hemoglobin dataset to only adult alpha and beta chain mammalian hemoglobins and mammalian myoglobins, the most frequent protein types present in the dataset, the ability of the feature vector method to create clear separation between different groups of proteins is readily apparent (fig. 5).
The ability of the feature vector in characterizing a report can be modulated by p i. When the value of p i is zero, the effect of the ith feature concept on the similarity score is fuy repressed.
Similar(55)
While the distinguishable ability of the features is determined by the proposed sensing method.
Of course, this type of feature quantization introduces the respective loss of the discriminative ability of the features.
In this paper, an approach based on the individual ability of the features to discriminate between different classes is proposed.
In order to evaluate the ability of the features quantitatively, we utilize the classification performance as the criterion.
To visually investigate the discriminative ability of the features, we used principal component analysis (PCA) to project the 106 dimensional space to a 3D space.
The predictive ability of the features in a model was evaluated, using the c (for concordance) index proposed by Harrell et al. [ 5].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com