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One of the evaluated features involved the critical factors for the introduction of a requirements patterns catalog.
This study evaluated features of sleep macro- and microarchitecture assessed by polysomnography (PSG) as diagnostic markers for MDD in children and adolescents.
We evaluated features of the falcipain-2 prodomain that mediate enzyme inhibition.
Earlier filter-based methods evaluated features in isolation and did not consider correlation between features.
However, performance varied between the evaluated features with high error rates for Therminator and ThermoSequenase.
We evaluated features such as tissue expression specificity, coding feature length, GC content, overlap of protein homolog alignments on Amel_4.5 and the proportion of non-canonical splice sites.
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In the last part of the study, we evaluated feature-level fusion by using three classifiers.
When the evaluated feature value becomes greater than a threshold, +1 is returned.
Technical details of scoring (localisation, evaluated feature, and scoring scale) are given in Supplementary Table S2.
M.L. carried out feature selection with the random forest, evaluated feature selection methods and wrote parts of the manuscript.
The basic idea is to evaluate features according to their locality preserving ability.
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