Classifier: meaning, definitions and examples
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classifier
[ ˈklasɪˌfaɪər ]
machine learning
A classifier is a model used in machine learning to categorize or label input data into different classes or categories. It analyzes patterns in the input data and assigns a class or label to new data based on these patterns.
Synonyms
categorizer, labeler, predictor.
Which Synonym Should You Choose?
Word | Description / Examples |
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classifier |
Used widely in machine learning and statistics, a classifier is a model that categorizes data into particular classes. It is employed in fields like spam detection, image recognition, and medical diagnoses.
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categorizer |
This term generally refers to any tool or process that sorts data into predefined categories. It can be used in various contexts such as organizing digital libraries, product inventories, or survey responses.
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labeler |
A labeler is typically used for the process of tagging or annotating data, which is crucial in supervised learning for training data sets. It is also used in literal labeling tasks like product packaging.
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predictor |
This term is used for models or systems that make forecasts or predictions based on input data. Predictors are key in fields like weather forecasting, stock market analysis, and personalized recommendations.
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Examples of usage
- The classifier predicted that the image contains a cat.
- The spam filter uses a classifier to determine if an email is spam or not.
grammar
In grammar, a classifier is a word or morpheme used to indicate the type of reference being made. It can specify the shape, size, or type of the noun it accompanies.
Synonyms
Which Synonym Should You Choose?
Word | Description / Examples |
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classifier |
Used in linguistics to refer to a word or affix used to classify a noun according to its meaning.
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counter |
Used to count objects or actions. Often seen in phrases like 'steps counter,' 'money counter,' or 'counter of time.'
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quantifier |
Used in grammar to describe words that indicate the quantity of a noun, such as 'some,' 'many,' 'few.'
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Examples of usage
- In Chinese, classifiers are used to count nouns.
- The classifier 'piece' is used in English to count objects like cake or paper.
Translations
Translations of the word "classifier" in other languages:
🇵🇹 classificador
🇮🇳 वर्गीकर्ता
🇩🇪 Klassifikator
🇮🇩 pengelompok
🇺🇦 класифікатор
🇵🇱 klasyfikator
🇯🇵 分類器 (ぶんるいき)
🇫🇷 classificateur
🇪🇸 clasificador
🇹🇷 sınıflandırıcı
🇰🇷 분류기 (bunryugi)
🇸🇦 مصنف
🇨🇿 klasifikátor
🇸🇰 klasifikátor
🇨🇳 分类器 (fēnlèi qì)
🇸🇮 klasifikator
🇮🇸 flokkunarkerfi
🇰🇿 жіктегіш
🇬🇪 კლასიფიკატორი
🇦🇿 sınıflandırıcı
🇲🇽 clasificador
Etymology
The word 'classifier' originates from the Latin word 'classis', which means 'a division of the people, or a class'. It first appeared in English in the 17th century, initially used in a social context to refer to different classes of people. Over time, the term evolved to be used in various fields, including linguistics and machine learning.
See also: classifiable, classifies, classifying, declassify, misclassify, unclassify.