classifier
gb/klˈæsɪfˌaɪɚ/ us/klˈæsɪfˌaɪɚ/
C1
Ingles
osztályozó, klasszifikátor, osztályozószó
PANGNGALAN
C1
TECHNICAL
1
osztályozó
C1
Padron ng paggamit:
[type] classifier; classifier for [task]; train/build/evaluate a classifier
The email filter uses a classifier to label messages as spam or not spam.
Az e-mail-szűrő egy osztályozó segítségével spamnek vagy nem spamnek jelöli az üzeneteket.
We trained a classifier to distinguish images of cats from images of dogs.
Betanítottunk egy osztályozót, hogy megkülönböztesse a macskákról készült képeket a kutyákról készült képektől.
A good classifier needs representative training data and clear category labels.
Mga Halimbawa para sa Nag-aaral
The classifier puts each photo into a group.
Az osztályozó minden képet egy csoportba sorol.
This classifier can find spam emails.
Ez az osztályozó képes felismerni a spam e-maileket.
Karaniwang pagkakamali:
Do not use classifier for a model that predicts a number; that is usually called a regressor.
Kahulugan
model that assigns categories
Mga kolokasyon
binary classifier
|multiclass classifier
|train a classifier
|build a classifier
|evaluate a classifier
|classifier accuracy
|classifier output
|supervised classifier
|probabilistic classifier
|neural classifier
Mga kasingkahulugan
classification model (Standard technical synonym in machine learning.)
|
categorizer (Less formal; emphasizes putting items into categories.)
Mga kasalungat
regressor (A model that predicts continuous numerical values rather than categories.)
Mga tema
technology
|data_science
|ai
|statistics
Depinisyon
A computer model that decides which group something belongs to.
An algorithm or statistical model that assigns data items to one of a set of predefined classes or categories.
PANGNGALAN
C1
2
osztályozó
B2
Padron ng paggamit:
classifier of [things]; classifier for [things]
Each volunteer acted as a classifier, assigning the survey answers to broad topics.
Minden önkéntes osztályozóként működött, és a kérdőív válaszait tág témakörökbe sorolta.
The archive uses a simple classifier to group documents by subject and date.
Az archívum egy egyszerű osztályozót használ arra, hogy a dokumentumokat tárgy és dátum szerint csoportosítsa.
A trained classifier checked whether each sample belonged in the high-risk group.
Mga Halimbawa para sa Nag-aaral
The classifier sorts the cards by color.
Az osztályozó szín szerint rendezi a kártyákat.
She worked as a classifier for the research project.
A kutatási projektben osztályozóként dolgozott.
Karaniwang pagkakamali:
Classifier names the person or tool; classification is the process or system.
Kahulugan
person or thing that sorts
Mga kolokasyon
automatic classifier
|human classifier
|document classifier
|image classifier
|text classifier
|topic classifier
|data classifier
|content classifier
Mga kasingkahulugan
sorter (More everyday; often used for physical objects or simple grouping.)
|
categorizer (Close in meaning; emphasizes assigning categories.)
Mga tema
organization
|information
|work
Depinisyon
Someone or something that sorts things into groups.
A person, organization, device, or system that classifies things by putting them into groups according to a rule or scheme.
PANGNGALAN
C1
TECHNICAL
3
Padron ng paggamit:
classifier + noun; number + classifier + noun
In Mandarin, the classifier běn is used with many words for books and bound items.
A mandarinban a běn osztályozószót sok, könyveket és más kötött tárgyakat jelölő szóval használják.
Many classifier languages require a classifier in phrases like "three books" or "that animal."
Sok osztályozós nyelvben kötelező osztályozószót használni az olyan kifejezésekben, mint a „három könyv” vagy „az az állat”.
The teacher explained that the choice of classifier can depend on the shape or type of the noun.
Mga Halimbawa para sa Nag-aaral
Chinese uses classifiers when people count many nouns.
A kínai sok főnév megszámlálásakor osztályozószavakat használ.
The classifier comes between the number and the noun.
Az osztályozószó a számnév és a főnév közé kerül.
Karaniwang pagkakamali:
Do not confuse a classifier with an adjective; it is a grammatical marker, not usually a descriptive word.
Kahulugan
grammar word for counting nouns
Mga kolokasyon
noun classifier
|numeral classifier
|classifier language
|classifier system
|classifier marker
|use a classifier
|Mandarin classifier
|Japanese classifier
|measure classifier
|classifier phrase
Mga kasingkahulugan
measure word (Common learner term, especially for Chinese; sometimes narrower than classifier.)
|
numeral classifier (More specific term for a classifier used with numbers.)
Mga tema
linguistics
|grammar
|languages
Depinisyon
A grammar word used with nouns in some languages when you count or point to things.
In grammar, a word or morpheme, used especially with numbers or demonstratives in some languages, that marks the type or counting unit of a noun.
PANGNGALAN
C2
TECHNICAL
4
Padron ng paggamit:
ASL classifier; classifier for [object/person/vehicle]
In ASL, a classifier can show a car moving down a road or a person standing in a room.
Az ASL-ben egy klasszifikátor megmutathatja, hogy egy autó halad az úton, vagy hogy egy ember áll egy szobában.
The students practiced using classifiers to describe the layout of furniture.
A diákok klasszifikátorok használatát gyakorolták a bútorok elhelyezkedésének leírására.
Some teachers now prefer the term depicting construction for what older ASL materials call a classifier.
Mga Halimbawa para sa Nag-aaral
The classifier shows a car moving.
A klasszifikátor egy autó mozgását mutatja.
We learned classifiers in ASL class.
Az ASL-órán klasszifikátorokat tanultunk.
Karaniwang pagkakamali:
Not every handshape in a sign language is a classifier; the term refers to a particular grammatical use.
Kahulugan
sign-language class handshape
Mga kolokasyon
ASL classifier
|classifier handshape
|classifier construction
|classifier predicate
|use classifiers
|spatial classifier
|handling classifier
|entity classifier
Mga kasingkahulugan
depicting sign (Often used in newer sign-linguistics terminology; not identical in every teaching tradition.)
|
classifier handshape (Emphasizes the handshape used as the classifier.)
Mga tema
sign_language
|linguistics
|grammar
|communication
Depinisyon
In a sign language, a handshape that can stand for a type of thing and show where it is or how it moves.
In sign linguistics and sign-language teaching, a handshape or sign element that represents a class of things and can show their movement, position, size, shape, or handling.
PANGNGALAN
C2
TECHNICAL
5
osztályozó
C1
Padron ng paggamit:
[material] classifier; classifier for [particles/materials]
The plant uses a classifier to separate fine powder from larger particles.
Az üzemben egy osztályozó választja el a finom port a nagyobb szemcséktől.
Oversized material is returned to the mill after it leaves the classifier.
A túl nagy szemcseméretű anyagot azután visszavezetik a malomba, hogy elhagyja az osztályozót.
An air classifier sorts particles by using a controlled stream of air.
Mga Halimbawa para sa Nag-aaral
The classifier separates the powder.
Az osztályozó szétválasztja a port.
Small particles leave the classifier first.
A kisebb szemcsék hagyják el először az osztályozót.
Karaniwang pagkakamali:
In everyday English, separator is usually more understandable than this technical use of classifier.
Kahulugan
machine separating materials
Mga kolokasyon
air classifier
|powder classifier
|particle classifier
|spiral classifier
|hydraulic classifier
|classifier mill
|classifier wheel
|mineral classifier
Mga kasingkahulugan
separator (Broader and more common; may separate things by many methods.)
|
sizer (Used when the main purpose is sorting by size.)
Mga tema
engineering
|manufacturing
|mining
|materials
Depinisyon
A machine that separates material into different groups, such as large and small pieces.
A machine or component that separates particles or materials into classes, especially by size, weight, or density.
Gramatika
Anyo sa diksyunaryo
classifier
IPA
GB/klˈæsɪfˌaɪɚ/
US/klˈæsɪfˌaɪɚ/
Mga pantig at diin
clas - si - fi - er (4 pantig)
Stress on 1st syllable (clas)
Mga anyo ng salita
Noun
- Base: classifier
- Plural: classifiers
Mga ekspresyon
binary classifier
1/bˈaɪnɚi klˈæsɪfˌaɪɚ/
fixed phrase
technical
two-category classification model
A model that chooses between two groups.
Mga Halimbawa
- The team built a binary classifier to identify transactions as fraudulent or legitimate.
- A spam filter is often treated as a binary classifier: spam or not spam.
- The binary classifier performed well on positive cases but missed many negative ones.
Mga Halimbawa para sa Nag-aaral
- The binary classifier chooses yes or no.
- This binary classifier finds spam emails.
classifier construction
1/klˈæsɪfˌaɪɚ kənstɹˈʌkʃən/
fixed phrase
technical
sign-language depicting structure
A sign-language structure that uses a classifier handshape to show what something is like or how it moves.
Mga Halimbawa
- The ASL lesson focused on classifier constructions for vehicles moving through space.
- A classifier construction can show where a cup is placed on a table.
- Students used classifier constructions to describe the shape and movement of animals.
Mga Halimbawa para sa Nag-aaral
- The classifier construction shows movement.
- We practiced classifier constructions in ASL class.
decision-tree classifier
1/dɪsˈɪʒən tɹˈi klˈæsɪfˌaɪɚ/
fixed phrase
technical
tree-based classification model
A model that asks a series of questions to choose a group.
Mga Halimbawa
- A decision-tree classifier is easy to explain because each branch shows a rule.
- The decision-tree classifier first checked the user's age and then the purchase amount.
- They compared a decision-tree classifier with a logistic regression model.
Mga Halimbawa para sa Nag-aaral
- The decision-tree classifier follows simple rules.
- Each branch helps the model choose a class.
k-nearest-neighbor classifier
1/kˈeɪ nˈɪɹɪst nˈeɪbɚ klˈæsɪfˌaɪɚ/
fixed phrase
technical
neighbor-based classification model
A model that looks at the most similar examples and chooses the most common group.
Mga Halimbawa
- A k-nearest-neighbor classifier labels a point by looking at nearby labeled points.
- The k-nearest-neighbor classifier became slow as the training set grew.
- Changing k from 3 to 7 improved the classifier's accuracy.
Mga Halimbawa para sa Nag-aaral
- The k-nearest-neighbor classifier checks nearby examples.
- The value of k can change.
multiclass classifier
1/mˈʌltɪkləs klˈæsɪfˌaɪɚ/
fixed phrase
technical
many-category classification model
A model that chooses one group from three or more groups.
Mga Halimbawa
- The app uses a multiclass classifier to identify bird species from photos.
- A multiclass classifier must choose among categories such as politics, sports, business, and entertainment.
- They converted the problem from binary classification to a multiclass classifier with five labels.
Mga Halimbawa para sa Nag-aaral
- The multiclass classifier chooses one of five animals.
- This model is a multiclass classifier.
naive bayes classifier
1/nˌaɪˈiv bˈeɪz klˈæsɪfˌaɪɚ/
fixed phrase
technical
Bayesian probabilistic classifier
A simple probability-based model often used for text classification.
Mga Halimbawa
- A Naive Bayes classifier can work surprisingly well for spam detection.
- The course used a Naive Bayes classifier as an introduction to probabilistic models.
- The Naive Bayes classifier estimated the most likely topic for each document.
Mga Halimbawa para sa Nag-aaral
- The Naive Bayes classifier is useful for text.
- It uses probabilities to choose a class.
random forest classifier
1/ɹˈændəm fˈɔɹɪst klˈæsɪfˌaɪɚ/
fixed phrase
technical
many-tree classification model
A model that uses many decision trees and combines their answers.
Mga Halimbawa
- The random forest classifier gave more stable results than a single decision tree.
- They used a random forest classifier to predict whether a customer would cancel a subscription.
- Feature importance scores from the random forest classifier helped the team understand the model.
Mga Halimbawa para sa Nag-aaral
- The random forest classifier uses many trees.
- It combines many answers into one class.
support vector machine classifier
1/səpˈɔɹt vˈɛktɚ məʃˈin klˈæsɪfˌaɪɚ/
fixed phrase
technical
margin-based classification model
A model that tries to draw the best boundary between groups.
Mga Halimbawa
- The support vector machine classifier handled the small dataset better than the neural network.
- They trained a support vector machine classifier to separate positive and negative reviews.
- A linear support vector machine classifier can be effective when the classes are nearly separable.
Mga Halimbawa para sa Nag-aaral
- The support vector machine classifier draws a boundary.
- People often call it an SVM.