Discriminator Meaning: Definition, Examples, and Translations
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discriminator
[dษชหskrษชmษชหneษชtษr ]
Definitions
machine learning
A discriminator is a type of neural network that is trained to distinguish between real and generated data.
Synonyms
Which Synonym Should You Choose?
Word | Description / Examples |
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discriminator |
Often used in technical contexts, particularly in machine learning and artificial intelligence, to refer to a model that differentiates between different types of input data. It also has a negative connotation when referring to someone who discriminates against people based on race, gender, or other characteristics.
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classifier |
Primarily used in technical settings, especially in machine learning and data science, to describe an algorithm that categorizes data into predefined classes.
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Examples of usage
- The discriminator is a crucial component of the GAN architecture.
- Its role is to provide feedback to the generator based on the accuracy of its predictions.
society
A discriminator is a person or group that unfairly treats others differently based on characteristics such as race, gender, or religion.
Synonyms
biased individual, prejudiced person.
Which Synonym Should You Choose?
Word | Description / Examples |
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discriminator |
This term is often used in a more technical or formal context to describe someone or something that differentiates between people or things, often based on unjust criteria.
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prejudiced person |
This term is used in general or everyday language to describe someone with preconceived opinions that are not based on reason or actual experience. It can also carry a strong negative connotation.
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biased individual |
This phrase is less formal and can be used in everyday conversation to describe someone whose decisions or opinions are unfairly influenced by personal prejudice.
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Examples of usage
- Discrimination based on skin color is a form of social injustice.
- We must stand up against discriminators and promote equality.
Translations
To see the translation, please select a language from the options available.
Interesting Facts
Science
- In psychology, 'discriminator' can refer to the ability to identify differences between similar stimuli, important in learning processes.
- Machine learning utilizes discriminators in algorithms to classify data into different categories based on features.
- In genetics, discriminators help identify differences in gene expression between healthy and unhealthy cells.
Technology
- In audio technology, a signal discriminator helps separate different audio frequencies for clearer sound.
- In telecommunications, discriminators are used to filter out specific signals in complex data streams.
- The development of modern artificial intelligence relies heavily on advanced discriminators to enhance prediction accuracy.
Literature
- Discrimination in literature often refers to the ability to discern themes, styles, and the importance of different narrative techniques.
- The role of a critic can be seen as a discriminator, evaluating works by distinguishing nuances in language and style.
- Classical literature often addresses themes of discrimination, highlighting societal issues regarding identity and belonging.
Pop Culture
- In film, a character who acts as a discriminator may separate truth from lies, often bringing tension to the plot.
- Contemporary music often explores themes of discrimination and how it affects personal identity and relationships.
- Reality TV shows frequently feature contestants who must be discriminators, assessing others' skills to succeed in challenges.
Origin of 'discriminator'
Main points about word origin
- The word 'discriminator' comes from the Latin 'discriminare', meaning to separate or distinguish.
- It entered the English language in the late 19th century, with uses in various fields.
- The prefix 'dis-' means apart, and 'criminari' refers to distinguishing.
The word 'discriminator' has its origins in the Latin word 'discriminare', which means 'to divide or distinguish'. Over time, the term has evolved to represent both a technical concept in machine learning and a social issue related to unfair treatment. The usage of 'discriminator' in the context of machine learning gained popularity in recent years with the rise of deep learning and artificial intelligence.
See also: discriminately, discriminating, discrimination, discriminative, discriminatorily, discriminatory, indiscriminateness.