Each feature is assigned an importance value using eigenvectors, thereby ranking the feature's usefulness as a means of classification.
Additionally, by combining electronic structure calculations with data mining, we classify the systems by chemistries and structures, based on the electronic structure inputs, and thereby rank the impact of change in chemistry and crystal structure on the electronic structure.
The Central Intelligence Agency CIAA) regarded Tung as the third most powerful man in South Vietnam behind Diệm and Nhu, thereby ranking him as South Vietnam's most powerful military officer.
5. Separation/reliability: Is the item set able to sufficiently separate respondents from each other and thereby reasonably rank the respondents on the latent scale (person reliability) [ 25]. 6. Item reliability: Do the items create a reasonably useful measure [ 25]? 7. Discrimination: Item discrimination is estimated by the Winsteps program, but not included in the model.
Thereby, the highly ranked proteins represent those with highest signals on the array (e.g. She2p probed with E2Bmin RNA is ranked = 1 in the above described experiments).
From Table S2, we can see that all pathogenic genes in the two modules identified above have high weights and are ranked top, thereby are more likely to be pathogenic genes because they have more interactions and higher correlations with known pathogenic genes.
We evaluated the performance of the optimal classifier using LOPOCV by adding one feature at a time in a top-down selection starting with the top two features of the ranked genes, thereby, optimizing the number of genes for obtaining 90% sensitivity, together with the highest specificity with a specified gene list.
The high efficiency of ENS is attributed to the fact that an operation of pre-sort was suggested for population according to one of the objectives, since in the sorted population, a solution can never be dominated by solutions ranked behind it, thereby saving a large number of comparisons between solutions.
First, the underlying genomic data is summarized in the form of ranked gene gene relationships, thereby accommodating studies that quantify the relevant biological relationship directly or indirectly.
Thereby the ranking of importance in explaining abundance of Lesser kestrel was actually uncertain for these variables.
