More specifically, the authors calculated the entropy of tags, the entropy of documents, and the entropy of users, as well as the entropy of documents conditional on tags and the entropy of tags conditional on documents.
P(c/w): Conditional probability that a document 'd' belongs to category 'c' under the condition that 'd' contains word term 'w'w
To simplify the calculations in this section, we do not count the number of errors on the test set when evaluating a classifier, but instead look at how well the classifier estimates the conditional probability of a document being in a class.
The posterior probability of the information need node then represents the conditional probability of that document being relevant to the given query.
Under the ordinance approved Wednesday, property owners could seek to circumvent the new restrictions by applying for a conditional use permit, a document that takes extra time and money to obtain, said Doug Carstens, an attorney for the Sunset Coalition and two other organizations.
It's hard to imagine how authoritative scholarship and furious accusations can be based on missing documents, the conditional mood, and conjecture.
Previous work [ 19] reported on a machine-learning approach for information extraction from clinical documents with Conditional Random Fields (CRF) [ 35].
"Increased E.U. support to its neighbors is conditional," a draft of the document says.
We also document changes in conditional skills gaps across cohorts.
Because information regarding a gene gene interaction may be spread out across multiple sentences in a document, we used conditional random fields to link candidate relations to the previous mention of the gene pair in the document.
Specifically, we suggest here that the BIN model outlined above can be applied to similarity-based virtual screening by replacing the index terms, documents, query and conditional probability of relevance in Figure 1 by substructural fragments, database structures, reference structure and conditional probability of activity, respectively.
