Discriminator: meaning, definitions and examples

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.

• In our AI model, the discriminator is responsible for telling real images from fake ones.
• Unfortunately, he was known as a discriminator in the workplace, treating employees differently based on their background.

Primarily used in technical settings, especially in machine learning and data science, to describe an algorithm that categorizes data into predefined classes.

• We used a classifier to sort emails into spam and non-spam categories.
• The classifier improved its accuracy after being trained with more data.

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.

• The company faced legal action for being a known discriminator against minority groups.
• Their algorithm was criticized for acting as an unfair discriminator against women.

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.

• Her comments revealed that she was a prejudiced person against people from different backgrounds.
• He tried to hide his feelings, but his actions showed he was a deeply prejudiced person.

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.

• Despite being a judge, he was known as a biased individual when it came to cases involving the wealthy.
• She tried to be fair, but her reputation as a biased individual made others doubt her decisions.