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non-uniform batch

[nɑn ˈjunɪfɔrm bætʃ]
nounpl: non-uniform batches
lote não uniforme
1. A group or collection of items that lack consistency in size, quality, composition, or characteristics within the same batch or production run
The manufacturing process produced a non-uniform batch with significant variations in product dimensions.
O processo de fabricação produziu um lote não uniforme com variações significativas nas dimensões do produto.
2. In machine learning and data processing, a batch of data with inconsistent distribution, size, or characteristics
The neural network struggled with the non-uniform batch of training samples.
A rede neural teve dificuldades com o lote não uniforme de amostras de treinamento.
Synonyms
inconsistent batchheterogeneous batchvariable batchmixed batch
Antonyms
uniform batchconsistent batchhomogeneous batchstandardized batch

Regional Variations

General Brazilian
lote não uniforme
Most common usage in Brazilian Portuguese
São Paulo
lote heterogêneo
Also used in technical/industrial contexts
Portugal
lote não uniforme
Standard usage in European Portuguese

Related Idioms & Phrases

a mixed bag
hit or miss
all over the place
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