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Logistic regression

Statistic terms
  1. This relates to an experimental design for predicting a binary categorical (yes/no) outome on the basis of predictor variables measured on interval scales. for each of a set of values of the predictor variables, the outcomes are regarded as representing a

  2. Логистическая регрессия logistics1. материально-техническое обеспечение; 2. логистика (символическая логика)

  3. A specialized form of regression that can be used to generate regression functions for binary and ordinal variables. it is a generalized linear model, using a logistic function to link the expected value of the response with the linear model. among the reasons that it is preferred for variables of this type because it correctly handles the bounded responses and the dependence between the error and the mean. (see figure l.3.) see also: data mining, linear regression. figure l.3 —

  4. A statistical method for analyzing the probability that multiple factors contribute to a state. logo (n)




Logistic, английский
    Относящийся к материально-техническому обеспечению; военно-транспортный


Logistic curve, английский
    Логистическая кривая


Logistic delay, английский

Logistic function, английский
    Usually refers to the cumulative logistic function where y=1/(1+exp(-bx)). this function is commonly used as an output or signal function for neural network nodes and as a link function in statistical generalized linear models, both for its simplicity and for theoretical reasons. see also: signal function.


Logistic model, английский

Logistic process, английский
    Логарифмический процесс


Logistic requirements planning, rp, английский

Logistic spiral, английский
    Логарифмическая спираль


Logistic support, английский
    Материально-техническое обеспечение [снабжение]


Logistic support group, английский
    Группа материально-технического обеспечения [снабжения]


Logistic support manager, английский
    Руководитель службы материально-технического обеспечения [снабжения]


Logistic support solutions, английский

Logistic support solutions 40, английский

Logistic support squadron, английский
    Эскадрилья материально-технического обеспечения [снабжения]


Logistic support system characteristics, английский
    Характеристики системы материально-технического обеспечения [снабжения]


Logistic-accountability technician (responsible for re-supply and accountability of spare parts), английский

Logistical, английский
    Тыловой


Logistical air (support), английский
    Материально-техническое обеспечение воздушным транспортом


Logistical costs, английский

Logistical support, английский
  1. Known to the united states armed forces as combat service support, logistical support refers to the provision of supply, maintenance, transportation, medical, and other services required by combat units to continue their missions.

  2. Материально-техническое обеспечение


Experimental, английский
  1. Экспериментальный

  2. A эксперимен- тальный phonetics


Predicting, английский

Материально, русский

Обеспечение, русский
  1. Обеспечение, залог, гарантия, порука, ручательство. , заклад, залог, защита

  2. 1. снабжение, предоставление чего-либо; 2. ограждение, охрана от чего-либо; 3. то, чем обеспечивают; 4. цепные бумаги и товары, которые служат гарантией погашения кредита или выполнения какого-либо обязательства: в случае невыполнения обязательства о. ста

  3. Совокупность мер и средств, создание условий, способствующих нормальному протеканию процессов, реализации намеченных планов, программ, проектов, поддержанию стабильного функционирования д


Regression, английский
  1. Statistical technique used to evaluate relationships among variables (22).

  2. Регрессия

  3. 1. a stage where symptoms of a disease are disappearing and the person is getting better 2. (in psychiatry) the process of returning to a mental state which existed when the person was younger

  4. Regression commonly refers to the process of developing an empirical (data-driven) model to predict and/or explain one or more attributes in a database or set of data. it is most frequently associated with the simple linear model (y=mx+b) taught in most introductory statistics courses; the same ideas have been extended in many directions, including classification problems. when the emphasis is on hypothesis testing and simple models, the regression output is typically a few parameters that provide a direct linkage from the input variables to the predicted variables (or classification). in other situations the emphasis is on explaining as much of the variability in the output variables as is "reasonable" from the input variables. in this case, there are a number of "advanced" techniques, such as smoothing splines, decision trees, neural nets, and so forth, for which there are many "free" parameters. the meaning of any one of these parameters can be obscure. many data mining techniques are, at their core, variations on well-known regression techniques. see also: classification, clustering, decision trees, neural nets.

  5. The reappearance of a previously fixed problem.

  6. The statistical process of predicting one or more continuous variables, such as profit or loss, based on other attributes in the dataset.

  7. A mathematical technique used to explain and/or predict. the general form is y = a + bx + u, where y is the variable that we are trying to predict; x is the variable that we are using to predict y, a is the intercept; b is the slope, and u is the regression residual. the a and b are chosen in a way to minimize the squared sum of the residuals. the ability to fit or explain is measured by the r-square.

  8. A seaward retreat of a shoreline, generally expressed as a seaward


Generalized, английский
  1. A генерализован- ный, расширенный; обобщенный grammar, marker, transformation generalizing a генерализирующий, абстрактизи- рующий article

  2. Общий; обобщенный; универсальный

  3. Ка rhunen-loeve transform, gklt обобщенное преобразование карунена-лоэва


Dependence, английский
  1. Зависимость (взаимосвязь, существующая между событием и последующей работой, которая означает, что событие должно свершиться до того, как начнется эта работа; точно такая же зависимость существует между работой и последующим событием)

  2. A state in which a person is addicted to a drug such as cannabis or alcohol but does not suffer physical effects if he or she stops taking it

  3. The fact of needing the support of something or someone such as a carer, nurse or doctor, or of being addicted to a drug

  4. Зависимость

  5. A set of attributes is said to be dependent if the state of a subset of the attributes affects the (distribution of) the state of the remaining attributes. for two variables, the attributes x and y are dependent if pr(x y) pr(x)pr(y), where pr(.) is a probability measure. if the converse holds (pr(x y)= pr(x)pr(y)), then the attributes are said to be independent.

  6. The state in which one entity relies upon specific hardware, software, or specific events for its own definition or functionality.


Statistical, английский

Probability, английский
  1. Probability can be generally defined as a measure of how likely some event will occur. the event could be an explosion, a lottery win or perhaps cancer induction. mathematically speaking, the value of probability varies between 0 and 1 where 0 means an ev

  2. Вероятность. возможность.

  3. The probability of an event is a number between zero and 100%. the meaning (interpretation) of probability is the subject of theories of probability, which differ in their interpretations. however, any rule for assigning probabilities to events has to satisfy the axioms of probability.

  4. Вероятность

  5. Вероятность probability sample, syn. random sample

  6. Вероятность. мера случайности появления конкретного события. например, вероятность случайного выбора из популяции человека с конкретным качеством соответствует доле людей в популяции, обладающих этим качеством.

  7. Вероятность; возможность

  8. Вероятность; обеспеченность (гидрологической величины) ~ of no-failure вероятность безотказной работы

  9. Probability is a method for representing uncertainty about propositions or events. it represents the uncertainty about a proposition on a scale from 0 to 1, with a 0 representing complete certainty that the proposition is false or an event will not occur and a value of one will represent the opposite. formally, a probability measure is one that follows kolmogorov`s axioms. there are two main schools of thought on the meaning of probability. frequentists take a narrow interpretation of probability allowing only hypothetically repeatable events or experiments as being quantifiable by probability, while bayesians take a broader interpretation that allows reasoning about "one-shot" events and propositions based on the current knowledge about nature. the bayesian interpretation is most commonly used in artificial intelligence, while the frequentist interpretation is most commonly taught in statistics courses. the label "bayesian" arises from the central role that the bayes theorem plays in this use of probability. it allows one to reason from effects to causes and encourages the use of probability measures to describe supposedly fixed events or propositions which frequentists disallow. the probability for these events reflects one`s state of knowledge about the event, rather than being an assertion that the unknown event can vary. for example, a bayesian would have no qualms about making statements about the probability that a given die, rolled and hidden from his sight is, for example, a six. a frequentist would be unable to make such a statement, preferring to talk about his confidence in the method when applied to a hypothetically large number of repeated experiments. in the end, they would act in similar ways. when the long run data are available, bayesians and frequentists end up with the same estimates. see also: bayes theorem, kolmogorov`s axioms.

  10. Вероятность. математическое измерение возможности появления неко-его события, выраженное в виде дроби или процента [30]. значения статистической вероятности лежат в пределах от 1 или 100 процентов (всегда) до 0 или 0 процентов (никогда) [20]. наибольшее приближение к истинной вероятности дает относитель-ная частота события, полученная на основе большой серии измерений или результа-тов [33]. вероятность может быть также определена как выражение в некоторой неопределимой форме "степени уверенности" или как предельная частота события в бесконечной случайной последовательности [49].

  11. The likelihood of something happening. for example, sale being made.

  12. Вероятность. математическое измерение возможности появления некоего события, выраженное в виде дроби или процента [30]. значения статистической вероятности лежат в пределах от 1 или 100 процентов (всегда) до 0 или 0 процентов (никогда) [20]. наибольшее приближение к истинной вероятности дает относительная частота события, полученная на основе большой серии измерений или результатов [33]. вероятность может быть также определена как выражение в некоторой неопределимой форме "степени уверенности" или как предельная частота события в бесконечной случайной последовательности [49].

  13. The relative likelihood of a particular outcome among all possible outcomes.

  14. Likelihood that an event may occur, expressed as a number between 0 and 1.


Permutation, английский
  1. This term has a distinct mathematical definition, but is also commonly used as a synonym for re-randomisation.

  2. A permutation of a set is an arrangement of the elements of the set in some order. if the set has n things in it, there are n! different orderings of its elements. for the first element in an ordering, there are n possible choices, for the second, there remain n−1 possible choices, for the third, there are n−2, etc., and for the nth element of the ordering, there is a single choice remaining. by the fundamental rule of counting, the total number of sequences is thus n×(n−1)×(n−2)×…×1. similarly, the number of orderings of length k one can form from n≥k things is n×(n−1)×(n−2)×…×(n−k+1) = n!/(n−k)!. this is denoted npk, the number of permutations of n things taken k at a time. c.f. combinations.

  3. Перестановка

  4. N перемещение, метатеза


Ranked data, английский
  1. This refers to the practice of taking a set of n data, to be regarded as ordinal-scale, amd replacing each datum by its rank (1 .. n) within the set. also see : wilcoxon rank-sum test.

  2. Ранжированные данные; упорядоченные данные; отсортированные данные