training instances
[ˈtreɪnɪŋ ˈɪnstənsɪz]
nounpl: training instances
instâncias de treinamento
1. Individual examples or samples used to train a machine learning model or algorithm
The model improved significantly after being trained on 10,000 training instances.
O modelo melhorou significativamente após ser treinado com 10.000 instâncias de treinamento.
2. Specific cases or occurrences used in educational or practical training programs
Each training instance provided valuable hands-on experience for the participants.
Cada instância de treinamento forneceu experiência prática valiosa aos participantes.
3. Data points or examples in a dataset designated for the learning phase of an algorithm
We split the data into training instances and test instances for validation.
Dividimos os dados em instâncias de treinamento e instâncias de teste para validação.
This is technical terminology primarily used in machine learning, artificial intelligence, and data science contexts. The term is widely used in both Brazilian and American English-speaking tech communities, with Portugal preferring 'treino' over 'treinamento'. In educational contexts, it refers to practical examples used during skill development.
Related Idioms & Phrases
training instances from the wild (real-world training examples)
labeled training instances (training data with correct answers)
unlabeled training instances (training data without classifications)
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