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Vilma has said the N.F.L. has allowed him to review a fraction of documents related to the bounty matter.
We observed that this distribution is heavy tailed, where a small fraction of documents has a large number of terms, and a large fraction of documents, about 76%% of documents, has (100) terms.
Coverage, or the fraction of documents retained in a cluster solution, is thus an important metric in judging similarity approaches.
If a large fraction of documents are dropped from a particular solution, it is an indication that the similarity approach has a high level of ambiguity.
We speculate that this is due to slight variations in similarity between document sets arising from the high end of the word-document distribution (those words that occur in a very large fraction of documents).
To evaluate the effectiveness of the model, some statistical measures were used: recall (fraction of relevant documents that are correctly classified), precision (fraction of documents correctly classified as relevant), F-measure (harmonic mean between recall and precision), and kappa statistic (which takes the output confusion matrix of an evaluation and reduces it to one value).
Similar(53)
Precision is the fraction of retrieved documents which is relevant and recall is the fraction of the relevant documents which has been retrieved.
Recall is the fraction of relevant documents that were suggested.
In this text anywhere we mention recall, we mean fraction of included documents.
Recall is used to assess the fraction of the documents relevant to the query that are successfully retrieved.
Although the government releases the overall spending total of $53 billion every year, we know the details only because Edward Snowden stole the budget and then leaked it to the Post, which published only a fraction of the document.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com