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The first part of the paper deals with database classification based on global shape descriptors.
For the automatically segmented database, classification delivered a specificity of 77% for a sensitivity of 90%.
Shape descriptors are adapted to surface regions and kernels on descriptor bags are used to perform the database classification.
This interactive work, depending on the adopted methodology, might encompass model instantiation for each strategy in the biological database, classification into a predefined scheme, or extensive result filtering.
This software is intended to be a dynamic tool, integrating further data and feature extraction algorithms for the progressive improvement of land use/land cover database classification and agricultural database updating processes.
Therefore, in PANTHER database classification we found four significant functional biological processes in our 238 down-regulated genes list.
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The Molecular Databases page which is based on Entrez, the integrated search and retrieval system developed by the NCBI has more than 25 additional database classifications such as nucleotide, protein, and expression.
The mapping to GoSynthetic processes and modules itself was achieved by text-mining scripts and manual validation, i.e., we changed the mapping until the respective coverage of the different databases both by the biological or technical classification or any of the database classifications was as high as possible (numbers and percentages see Supplementary Material).
In recent years, including the design and development of databases, classification systems, computer models and expert systems have been used extensively in impact assessment studies.
These cross-references and alternate-database classifications are routinely provided as ClassyFire output, when available.
The sample's origin was recorded in the database for classification purposes.
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