In the NN approach, the predictions of the forest attributes were based on an average of k-NN observations in terms of the ALS features.
Molecular function attributes were based on GO-annotation (NetAffx™, updated as of July 21 , 2008, supplemented with information from ENSEMBL and UCSC genome browsers and PubMed.
The distributions of factors such as BMI, and AP were derived from TAMCAS data, whereas those of other attributes were based on Table 1 obtained from literatures, assuming, in addition to adjustment for baseline incidence rate, relative risks of those across studies would not vary with various ethnic groups.
For example, phylogenetic profiles, one of the most useful attributes, are based on an unsupervised learning approach, where no prior information is given to the learner regarding the output or class label.
In our suggested cloud trust mechanisms, the attributes of a cloud service (or its provider) are used as evidence for the user's trust judgment on the service (or provider), and the belief in those attributes is based on "formal" certification and chains of trust for validation.
Node attributes are based on Affymetrix ATH1 array annotations.
The selection of a CQA from quality attributes is based on its potential impact on patient safety and efficacy.
Most methods for predicting protein attributes are based on the notion that two proteins that interact always share similar attributes [ 19– 23].
It is certainly the case that cortical neurons are capable of synchronous firing, and most of the evidence and theorizing about the role of synchrony for binding of stimulus attributes is based on recordings taken from cortex.
In 20 studies (67%) the selection of attributes was based on information like the literature [ 17, 20, 27, 28, 31, 32, 34, 35, 37, 40, 43, 45] (12 studies), expert opinion (7 studies) or guidelines (1 study).
The selection of the attributes was based on focus group interviews from a previous study with parents of new born babies concerning the hepatitis B vaccine [ 15], literature review, and expert interviews.> The first attribute (Infection Risk without vaccination, in Table 1) refers to the importance of knowledge on the a priori chance of getting hepatitis B infection without vaccination.
