log probability
UK: lɒɡ prɒbəˈbɪləti
log probabilities
Definition

Definition of log probability - Reverso English Dictionary

Noun

mathematicsTECH.logarithm of a probability value, used for stable and easier calculationsTECH.
  • We compute log probability to avoid underflow in our model.

Adjective

1.
mathematicsTECH.expressed as the logarithm of a chance valueTECH.
  • The model outputs a log probability score for each token.
logarithmic
2.
machine learningTECH.using logarithms of chances in a method or modelTECH.
  • We trained a log probability model for sequence classification.
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Terms with log probability included in their meaning

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information theory
numerical measure comparing two probability distributions using expected negative log likelihood

Examples of log probability in a sentence

  • We compared models using the average log probability over all test samples.
  • Each candidate translation receives a separate log probability value.
  • We plotted the log probability distribution across all observed events.
  • The decoder uses a log probability scoring function.
  • We compared log probability outputs across different language models.

View all translations of log probability

Click below to see the appropriate translations facing each meaning.
  1. French:log-probabilité, en log-probabilité, ...
  2. German:Log-Wahrscheinlichkeit, logarithmisch, ...
  3. Italian:probabilità logaritmica, logaritmico, ...
  4. Spanish:logaritmo de la probabilidad, de probabilidad logarítmica, ...
  5. Portuguese:logaritmo da probabilidade, de probabilidade logarítmica, ...
  6. Chinese:对数概率, 对数概率的, ...
  7. Japanese:対数確率, ログ確率の, ...
  8. Arabic:لَوْغارِيثْمُ الاِحْتِمال, لُوغارِيثْمِيّ الاحْتِمال, ...
  9. Hebrew:לוֹג הַסְתַּבְרוּת, הַסְתַּבְרוּת לוֹגָרִיתְמִית, ...
  10. Russian:логарифм вероятности, логарифмический, ...
  11. Ukrainian:логарифм імовірності, логарифмічний, ...
  12. Hindi:लॉग प्रायिकता, लघु-प्रायिकता, ...
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