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.
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.
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.
But thousands of pages — which are a fraction of all the documents from Kavanaugh's tenure as Bush's associate White House counsel — that have already been given to the committee are still considered "committee confidential," which means no one outside the panel's senators and staff can review them.
Yet the Nixon Library has sorted and organized only a fraction of its millions of documents, employing a single archivist who tackles the laborious job with but one assistant.
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).
Only a fraction of the incidents were documented at the time, usually in the form of a brief, euphemistic reference in a local paper to "troubles".
Sepsis involves a wide array of sources and microorganisms, only a fraction of which are microbiologically documented.
Coverage, or the fraction of documents retained in a cluster solution, is thus an important metric in judging similarity approaches.
It can analyze and cross-compare millions of documents in a fraction of a second, accelerating knowledge discovery.
