classifier
Học thuậtThân thiện
Definition
- Noun:
- A linguistic element: A word or morpheme used in some languages in certain contexts (such as counting) to indicate the semantic class to which the counted item belongs.
- A person or system: A person who creates classifications or a system that categorizes items.
Usage and Examples
Noun (Linguistics):
- In Mandarin Chinese, the word '本' (běn) is a classifier used for books and bound items.
- The sentence uses the classifier for flat objects when counting sheets of paper.
Noun (Person/System):
- The museum hired a classifier to organize the artifact collection.
- This algorithm acts as an image classifier, sorting pictures into different categories.
Advanced Usage
Grammatical Role: In languages like Japanese or Thai, a classifier is an obligatory grammatical element when a noun is quantified with a numeral.
- The noun 'car' requires a different classifier than the noun 'tree' in that language.
In Machine Learning: The term is commonly used in computer science for algorithms that categorize data.
- We trained a neural network to function as a highly accurate classifier.
Variants and Related Words
- Classify (verb): To arrange or order by classes or categories.
- Scientists classify animals into different species.
- Classification (noun): The act or process of classifying; a systematic arrangement in groups or categories.
- The classification of stars is based on their temperature.
Synonyms
- Categorizer: One who or that which categorizes.
- Counter word: A term sometimes used for a linguistic classifier.
- Taxonomist: A specialist in classification (especially in biology).
Related Phrases and Compounds
- Classifier phrase: A grammatical phrase containing a numeral, a classifier, and a noun.
- "Three classifier-for-animals dogs" is an example of a classifier phrase.
- Binary classifier: In machine learning, a system that sorts items into one of two groups.
- A spam filter is a type of binary classifier.
Noun
- a word or morpheme used in some languages in certain contexts (such as counting) to indicate the semantic class to which the counted item belongs
- a person who creates classifications