discriminators
Those who differentiate
Discriminators are things that distinguish or differentiate.
In technical contexts, a discriminator is a device or criterion that separates signals, categories, or data: The algorithm uses several discriminators to classify images.
In machine learning, a discriminator is the component of a generative adversarial network that evaluates whether input is real or synthetic.
The word can also refer to people who discriminate, though this use is uncommon.
Selective passage barriers
- criteriaStandards for judgment
- judgesLegal proceeding overseers
- arbitersThose who settle disputes
- gatekeepersThose controlling entry
screeners · evaluators · assessors · curators · moderators · reviewers · panelists · adjudicators
Preformed unfavorable opinion
- stereotypeFixed oversimplified notion
- exclusionBeing barred from participation
- favoritismPreferential treatment of some
- partialityUnfair favor toward some
inequity · unfairness · profiling · redlining · systemic
Degree of correctness
- specificityExactness of detail
- sensitivityResponsiveness to stimuli
- calibrationAdjusting for measurement accuracy
- thresholdPoint of beginning
AUC · benchmarking · validation · optimization · scoring · cutoff
Systematic grouping by traits
- clusteringForming concentrated groups
- segmentationDivision into sections
- algorithmsFinite instruction sequences
- data-miningExtracting patterns from datasets
filters
Selective passage barriers
gatekeepers · screeners · evaluators · assessors · curators · moderators · reviewers · panelists · adjudicators · examiners
prejudice
Preformed unfavorable opinion
- stereotypeFixed oversimplified notion
- exclusionBeing barred from participation
- favoritismPreferential treatment of some
partiality · inequity · unfairness · profiling · redlining · systemic
accuracy
Degree of correctness
- specificityExactness of detail
- sensitivityResponsiveness to stimuli
- calibrationAdjusting for measurement accuracy
threshold · AUC · benchmarking · validation · optimization · scoring · cutoff
classification
Systematic grouping by traits
- clusteringForming concentrated groups
- segmentationDivision into sections
- algorithmsFinite instruction sequences
- oppressorstyrants, despots, dictators, autocrats, authoritarians
discriminatorslumpers
Those favoring broad categories
generalizers · aggregators · combiners · synthesizers · unifiers
discriminatorsegalitarians
Advocates for equal rights
equalizers · integrators · accepters · embracers · tolerators
discriminatorsintegrators
Those who merge parts
combiners · mixers · mergers · aggregators · blenders