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Small codebooks involve high term frequencies, making the use of the log frequency weight necessary.
For example, the word " old" which appears quite frequently would have a high term frequency but a very low inverse document frequency and hence is not a good term for judging document relevance.
A sub-group of all HPO phenotypes was selected based on the following criteria: high term specificity (defined as the distance of a term from the root of the ontology); terms which could be unambiguously mapped to tissues through axiomatic links to an anatomical ontology (Golbreich et al., 2006, Kohler et al., 2013, (Hoehndorf et al., 2010) or manual assignment.
Intuitively, a term is important if it appears frequently in a document (it has a high term frequency, or tf), but infrequently in the corpus as a whole (it has a low document frequency and therefore a high inverse document frequency, or idf).
Similar(54)
Peale wrote that he "cannot speak in too high terms of Mr. Percival Johnson .
"Is there a higher term than that?" Bay asked.
The author, needless to say, was happy to accept "creepy" as the highest term of critical approbation.
For lunch, we walked to the town center, which Musa described as "authentic," his highest term of praise.
[Radium] is an element of atomic weight 226, the highest term in the alkaline earth series, calcium, strontium, barium.
For example, diabetes ranks as the fifth highest term.
Lower paternal birth weight was also associated with higher term placental PHLDA2 mRNA levels.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com