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The ECMT contains 2 types of query response modules: the default response module (descriptor), based on a bag-of-words algorithm, and an extended response module (expansion), based on textual indexing, with Oracle Text® [ 21].
Several of the medical students had expressed, at the first session, an attachment to or belief in the importance of producing controlled, accurate, observational drawings, despite the module descriptor making no reference to such an aim: drawing experience was not a requirement, nor, indeed, relevant in any way.
Despite the advertised module descriptor, some of the medical students had initially viewed the module as an opportunity to 'learn how to draw', seemingly meaning either accurate objective drawing or an 'art school' approach to drawing aimed at developing a personal 'style'style
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Specifically, the user can easily and quickly add his own module for descriptor calculation into QSPR Designer.
GPA, on the other hand, marks each module through descriptors – fixed categories such as good or average.
In particular, by using the module "QuaSAR-Descriptor" included in Molecular Operating Environment (Chemical Computing Group, Montreal, Canada) according to Lipinski's rule of five, 1,334 entries were predicted to be drug-like compounds (≈76.9% of overall entries; Figure 2C).
On the other hand, the descriptor module post-processes the results of the predictor module, mainly focusing on which variables are more highly or less significantly ranked when describing the results of the prediction, and how patients are segmented into several groups according to the trait of common patterns among them.
On the other hand, the descriptor module post-processes the results of the predictor module, and provides variable importance and patient segmentation: which variables are more highly or less significantly ranked when describing the results of the prediction, and how patients are segmented into several groups according to the trait of common patterns, respectively.
The descriptor module also provides segmented results.
After then, the descriptor module post-processes the prediction results by using decision trees [ 12- 14].
In addition, the segmentation based on the decision trees was also integrated into the descriptor module.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com