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This high rate of accuracy was reflected in hierarchical clustering analysis, which showed only 5 samples (1 HL and 4 NHL) clustered incorrectly in the NHL versus HL comparison, and a clear-cut separation between FL and DLBCL samples achieved using only 10 unique classifying genes.
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The classification of the data is a majority vote of the result from each of the individual decision trees, that is, each tree is a unique classifier which classifies the individual data.
The resulting 605 host pathogen relationships included 56 unique viruses classified in 17 taxonomic families and 325 unique mammals classified in 15 taxonomic orders.
Conversely, when using the human genome as a reference for the experimental metagenome dataset, the number of unique reads classified by each method increased substantially.
To identify drought responsive genes, 27 unigenes were selected from the unique sequences classified in GO categories "response to osmotic stress" (unigene 1 11 in Figure 7), "response to oxidative stress" (unigene 12 18 in Figure 7), "response to hormone stimulus" (unigene 19 21 in Figure 7), and "response to light stimulus" (unigene 23 27 in Figure 7).
The Chinese believed that music was an essential part of character and community, and developed a unique system of classifying their musical instruments according to their material makeup.
We also employed several unique methods for classifying pesticides including their carcinogenic potential and mode of pesticidal action to provide alternative assessments of the pesticide HL relationship.
This paper describes the development and initial assessment of a unique approach for classifying voluntary coughs from normal subjects and subjects with lung disorders using features extracted from the cough sound and airflow signals.
Identified proteins were classified based on the PANTHER (Protein ANalysis THrough Evolutionary Relationships) system (http://www.pantherdb.org), a unique resource that classifies genes and proteins by their functions.
Differentially expressed phosphoproteins (DEPPs) were classified based on the PANTHER (Protein ANalysis THrough Evolutionary Relationships) system (http://www.pantherdb.org), which is a unique resource that classifies genes and proteins by their functions [49].
"There are going to be new and unique numbers to classify the new and unique behavior of this car," Ms. Fletcher said.
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