Sentence examples for categorization of documents from inspiring English sources
The methods under consideration are designed for categorization of documents consisting of a collection of fields, or arbitrary tree-structured documents that can be adequately modeled with such a flat structure.
The detailed categorization of documents revealed that semi-structured reports with an uncommon layout were processed less accurate but also fairly well (micro avg. f1=.915).
The categorization of document types and coupling to organizational roles yields the opportunity for the systematic and meticulous definition of interfaces.
The categorization of patent documents is a difficult task that we study how to automate most accurately.
We will discuss how the proposed SVD can be used together with a suitable clustering algorithm to achieve an automatic content-based categorization of similar Web Documents.
We think that the CHEMDNER corpus could be a valuable resource not only for entity recognition but also for the implementation of improved chemical text processing software (chemistry-tuned tokenization methods optimized for the correct identification of chemical entities) or to develop text categorization systems for triage of documents that do contain chemical mentions for manual curation.
Document classification and categorization are different processes: classification refers to the assignment one or more predefined categories to a document, while categorization refers to the process of dividing the set of documents into priory unknown groups whose members are in some way similar to each other [35].
In standard data mining approach to text categorization, documents represent as bag-of-word vectors.
Categorization of all 264 mutants analyzed by aCGH is documented in Table S2.
The auditing process should include a written report which documents the audit findings and provides some level of categorization of the non-conformance.
This categorization of care needs into five levels of care follows the WHO classification system for documenting various disabilities and health (Table 2).
