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hard threshold

[/hɑːrd ˈθreʃoʊld/]
nounpl: hard thresholds
limiar duro
1. In signal processing and statistics, a threshold value where data points are definitively classified as either above or below the threshold with no intermediate values allowed
The hard threshold method discards all coefficients below a certain value, setting them exactly to zero.
O método de limiar duro descarta todos os coeficientes abaixo de um determinado valor, definindo-os exatamente como zero.
2. A fixed cutoff point in data analysis or machine learning where a strict binary decision is made
Using a hard threshold for classification can lead to sharp decision boundaries.
Usar um limiar duro para classificação pode levar a limites de decisão acentuados.
Synonyms
rigid thresholdstrict thresholdfixed threshold
Antonyms
soft thresholdfuzzy thresholdadaptive threshold

Regional Variations

General Brazilian
limiar duro
Standard term used in technical and academic contexts
Portugal
limiar duro
Same usage as Brazilian Portuguese in technical documentation
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