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RANSAC could be used as a "one stop shop" algorithm for developing and validating QSAR models, performing outlier removal, descriptors selection, model development and predictions for test set samples using applicability domain.
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The first class should be recognizable using an applicability domain estimation, and should not properly be considered as errors, but rather as outliers, for which the model is not defined.
Since square-wave excitation is used, the applicability of linear response theory was explicitly certified by three independent procedures.
These observations throw new light on different forms of MG paving the way for improved diagnosis and management, and the approaches used have applicability to other antibody-mediated conditions.
A cross-sectional survey was conducted to validate the framework applicability using case study approach.
We categorize the distinct features of the proposed model and evaluated its applicability using various metrics.
(ii) We showed its applicability using an immobilisate obtained either from purified enzyme or from lysate using the EziG™ carriers.
We underline the merit of this procedure, namely, its applicability using a commercial software package in a rather straightforward manner.
The introduction of an heterogeneously catalyzed gold-based alcohol oxidation process of broad applicability using a clean primary oxidant would be highly desirable.
Scoring of each study for methodological quality for bias and applicability, using the QUADAS-2 tool.
We assessed the retrieved articles for applicability using a coding sheet adapted from Law et al., 2011 [ 10].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com