classification algorithm

[klæsɪfɪˈkeɪʃən ˈælɡərɪðəm]
nounpl: classification algorithms
algoritmo de classificação
1. A computational procedure that assigns input data into predefined categories or classes based on learned patterns from training data
The machine learning team implemented a classification algorithm to identify whether emails were spam or legitimate.
A equipe de aprendizado de máquina implementou um algoritmo de classificação para identificar se emails eram spam ou legítimos.
2. A type of supervised learning algorithm that predicts discrete categorical outcomes rather than continuous values
We used a decision tree classification algorithm to predict customer churn.
Usamos um algoritmo de classificação de árvore de decisão para prever a rotatividade de clientes.
This is a technical term widely used in both Brazilian and American tech communities. In Brazil, it's commonly used in universities, tech startups (especially in São Paulo's startup ecosystem), and financial institutions. The term is standardized across Portuguese-speaking regions with no significant colloquial variations. It's essential vocabulary for professionals in data science, machine learning, and artificial intelligence fields.
Synonyms / Sinônimos
classifierclassification modelcategorization algorithmsupervised learning algorithm
Antonyms / Antônimos
regression algorithmclustering algorithmunsupervised learning algorithm

Regional Variations

General Brazilian
algoritmo de classificação
Standard term used in academia and tech industry
São Paulo
algoritmo de classificação
Predominant term in tech hubs; sometimes shortened to 'classificador'
Rio de Janeiro
algoritmo de classificação
Standard usage in universities and research institutions
Portugal
algoritmo de classificação
Same as Brazilian Portuguese; no regional variation

Related Words

machine learningsupervised learningneural networkdecision treesupport vector machinerandom forestlogistic regressiontraining data

Related Idioms & Phrases

training a classification algorithm
tuning the classification algorithm
deploying a classification algorithm in production
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