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Alternatively fragmentation of the query structure prior to generation of the feature vector allows more freedom in descriptors (approach 2).
The second different point between SPAD and APH is whether the information about properties is included in descriptors.
5-fold cross validation shows that the SVM models are stable across the different descriptor sets whereas the other modelling algorithms are susceptible to a change in descriptors.
This new concept in descriptors is expected to be useful for developing novel predictive methods with quick training and high accuracy.
Designers can type in descriptors such as "sharpness" or "acceleration" (which refers to a curve's severity) and watch as the lines of a sports car or tea kettle automatically undulate.
In contrast, PVC data collected under experimental conditions which maximized monomer conversion resulted in descriptors describing size and branching, indicating that conversion must be considered for future PVC measurements.
Similar(49)
In descriptor-based chemical space, molecules are treated as multidimensional vectors consisting of molecular descriptors [21].
In recent years the analysis and synthesis of control systems in descriptor form has been established.
It was expected that this method would provide a more fundamental insight in descriptor set similarity.
Based on a recently proposed parametric approach for eigenstrueture assignment in descriptor linear systems via output feedback, the robust eigenvalue assignment problem in descriptor linear systems via output feedback is solved.
Based on H∞ theory in descriptor systems, a method of designing output-feedback dynamical compensators for uncertain descriptor systems with sensor and actuator failures is presented.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com