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Parametric applicability domain restricts chemical compounds based on descriptor values.
Then, the information required to apply the models is outlined, focusing especially on descriptor development.
Based on descriptor redundancy property solution are proposed in terms of Linear Matrix Inequalities (LMIs).
Shape descriptors are adapted to surface regions and kernels on descriptor bags are used to perform the database classification.
Unlike with the feature vector enumeration we do not have disconnected fragments due to the restrictions this poses on descriptor calculation.
This would imply, that inferences and models based on descriptor classifications (e.g. QSAR) are likely to be biased, thereby requiring an assessment of their reliability.
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The equations are mostly based on one descriptor, but they can involve up to 27 descriptors.
The 40 equations allowing the estimate of vapor pressure involve from 1 to 12 descriptors, and more than half of them are only based on one descriptor.
Unlike the DLA, PIP is a points-based assessment, awarded on "descriptors" on a range of activities (such as washing and bathing) – a method of testing that campaigners long warned would be crude and inaccurate, just like with the infamous work capability assessment.
An integrated residual generation and evaluation design based on descriptor-system-approach observer is proposed for acquiring the occurrences of sensor fault.
Most of approaches perform a k-means [19] on descriptors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com