Sentence examples for selection of descriptors from inspiring English sources

For each subset of compounds the automatic forward selection of descriptors was applied to construct QSAR models.

The stages of the study are detailed: selection of descriptors or adjectives, selection of images and choice of the population taking part.

The above described technique was also applied for selection of descriptors.

The procedure of generation and selection of descriptors is described in section "Methods".

Hence, with this selection of descriptors our software is able to highlight structure in multiple facets of a dataset.

The selection of descriptors produces combinatorial explosion if all possible subsets of all the available descriptors have to be considered.

No pre-selection of descriptors is required prior to learning as only those descriptors that correlate with activity will have a great effect on learning and unimportant descriptors will not lead to over-fitting.

These steps led to a final selection of 356 descriptors: 242 Morgan fingerprint binary descriptors, 99 physicochemical descriptors, and 15 Z-scales.

Since no molecular descriptors are used, the collection, computation and selection of these descriptors, which is often a major issue in QSAR applications, is no longer required.

However, developing a QSPR model based on quantum chemical descriptors is still a complex work, because the calculation and selection of structural descriptors are always time-consuming and complicated.

After that, the relatedness of a selection of the descriptors to comfort in using hand tools was investigated.