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The phrase "attributes is based on" is not correct in English.
It should be "attributes are based on" to agree in number. You can use it when discussing the foundation or basis of certain characteristics or qualities.
Example: "The attributes are based on the data collected from various sources."
Alternatives: "attributes depend on" or "attributes derive from".
Exact(4)
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.
The selection of a CQA from quality attributes is based on its potential impact on patient safety and efficacy.
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.
The selection of the attributes is based on 51 indicators that were selected by an independent research institute from a multidisciplinary guideline for the treatment of schizophrenia, a guideline for the treatment of patients with double-diagnosis, general guidelines to judge the quality of patient records, and health care legislations [ 6- 9].
Similar(56)
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 the NN approach, the predictions of the forest attributes were based on an average of k-NN observations in terms of the ALS features.
Node attributes are based on Affymetrix ATH1 array annotations.
Most methods for predicting protein attributes are based on the notion that two proteins that interact always share similar attributes [ 19– 23].
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.
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.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com