misclassifies
Sorts into error
Misclassifies means to assign something to the wrong category or group.
The term appears often in bureaucratic, scientific, and technical contexts: The algorithm misclassifies spam as legitimate email.
Tax authorities may audit when someone misclassifies income; employers face penalties for workers they misclassify as independent contractors.
Wrong action or decision
- inaccuracyLack of precision
- mislabelMark with incorrect information
- miscategorizeLabel under wrong type
- misidentifyName incorrectly
misassign · blunder · oversight · glitch · bug · fault · flaw · anomaly
Label under wrong type
- misidentifyName incorrectly
- mislabelMark with incorrect information
- speciesFinest taxonomic rank
- genusTaxonomic rank above species
nomenclature · systematics · phylogenetics · cladistics · taxonomic · binomial · specimen · organism
Finite problem-solving procedure
- modelRepresentation or paradigm
- datasetOrganized collection of information
- trainingDeveloping abilities through practice
- predictionForecast of coming events
accuracy · precision · recall · confidence · threshold · overfitting · underfitting · labeling
Preformed unfavorable opinion
- discriminationUnjust differential treatment
- unfairnessUnjust or biased treatment
- favoritismPreferential treatment of some
- partialityUnfair favor toward some
profiling · stereotyping · pigeonholing · typecasting · labeling · assumption · generalization · oversimplification
mistake
Wrong action or decision
- inaccuracyLack of precision
- mislabelMark with incorrect information
- miscategorizeLabel under wrong type
misidentify · misassign · blunder · oversight · glitch · bug · fault · flaw · anomaly · discrepancy
miscategorize
Label under wrong type
- misidentifyName incorrectly
- mislabelMark with incorrect information
- speciesFinest taxonomic rank
genus · nomenclature · systematics · phylogenetics · cladistics · taxonomic · binomial · specimen · organism · botanical
algorithm
Finite problem-solving procedure
- modelRepresentation or paradigm
- datasetOrganized collection of information
- trainingDeveloping abilities through practice
prediction · accuracy · precision · recall · confidence · threshold · overfitting · underfitting · labeling · annotation
prejudice
Preformed unfavorable opinion
- discriminationUnjust differential treatment
- unfairnessUnjust or biased treatment
- favoritismPreferential treatment of some
partiality · profiling · stereotyping · pigeonholing · typecasting · labeling · assumption · generalization · oversimplification · stigmatize
misclassifiessorts
Classifies or kinds
classifies · categorizes · recognizes · identifies · distinguishes