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It is hard to predict what impact on classification of SERMs would TGFα have, being just one gene out of 588 cDNA spotted on the arrays, but because the expression of TGFα in all membranes was at background levels, it was not considered at all.
However, the impact on classification accuracy is small.
The rules stored in the rule base have an impact on classification efficiency.
Huybrechts I, De Bacquer D, Van Trimpont I, De Backer G, De Henauw S. Validity of parentally reported weight and height for preschool-aged children in Belgium and its impact on classification into body mass index categories.
Out of 38 taxonomically relevant features, top features that have highest impact on classification are determined.
However, the features AHSM, AEB, WE1, and WE2 have the highest impact on classification.
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To justify the use of the distance-based features, it is necessary to analyze their impacts on classification accuracy.
Interobserver variability is another significant factor impacting on classification shifts, and is especially notable for nuclear grading (Scholten et al, 2004; Nofech-Mozes et al, 2012).
In identifying several different confounding factors impacting on classification, we highlight the importance of reporting what aspect of the classification problem (e.g., close relatives, atypical sequences, functional subcategories) is addressed by an improved classifier.
TBI classification also has an impact on prognostic classification.
Since feature extraction and representation have a direct and significant impact on the classification performance, we introduce novel distance-based features to improve classification accuracy over various domain datasets.
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