and information science, the binary independence model (BIM) is a probabilistic information retrieval technique. The model makes some simple assumptions...
7 KB (911 words) - 05:24, 16 May 2025
Okapi BM25 (redirect from Probabilistic relevance model (BM25))
original BM25 derivation, the IDF component is derived from the Binary Independence Model. Here is an interpretation from information theory. Suppose a...
9 KB (1,331 words) - 17:04, 15 April 2025
other concerns, other models have been developed from the probabilistic relevance framework, among them the Binary Independence Model from the same author...
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probability in one of the fundamental probabilistic retrieval models, the Binary Independence Model. They developed novel term weight prediction methods that...
3 KB (408 words) - 07:36, 7 January 2025
Logistic regression (redirect from Binary logit model)
of a logistic model (the coefficients in the linear or non linear combinations). In binary logistic regression there is a single binary dependent variable...
127 KB (20,642 words) - 10:26, 11 July 2025
Information retrieval (section Model types)
like Bayes' theorem are often used in these models. Binary Independence Model Probabilistic relevance model on which is based the okapi (BM25) relevance...
44 KB (4,912 words) - 07:47, 24 June 2025
produced by bim gene BiM, abbreviation for bimetal BiM, Binary MPEG format for XML Binary Independence Model, a probabilistic information retrieval technique...
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Discrete choice (redirect from Binary choice model)
choice models to investigate parameters that drive habitat selection in animals. Discrete choice models take many forms, including: Binary Logit, Binary Probit...
47 KB (6,349 words) - 19:27, 23 June 2025
a binary operation or dyadic operation is a rule for combining two elements (called operands) to produce another element. More formally, a binary operation...
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Independence of irrelevant alternatives (IIA) is an axiom of decision theory which codifies the intuition that a choice between A {\displaystyle A} and...
16 KB (1,993 words) - 07:32, 2 July 2025
In mathematics, a binary relation associates some elements of one set called the domain with some elements of another set (possibly the same) called the...
62 KB (8,757 words) - 14:50, 11 July 2025
Spoiler effect (redirect from Binary independence)
are not affected by spoilers are said to be spoilerproof and satisfy independence of irrelevant alternatives. The frequency and severity of spoiler effects...
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Multinomial logistic regression (redirect from Maxent model)
possibility. This allows the choice of K alternatives to be modeled as a set of K − 1 independent binary choices, in which one alternative is chosen as a "pivot"...
31 KB (5,225 words) - 12:07, 3 March 2025
A fat binary (or multiarchitecture binary) is a computer executable program or library which has been expanded (or "fattened") with code native to multiple...
93 KB (9,322 words) - 02:56, 25 May 2025
can be reformulated with One versus Rest binary models : for any i {\displaystyle i} , we define the binary target variable y i {\displaystyle y_{i}}...
24 KB (4,571 words) - 07:04, 17 July 2025
accounting for deeply associated continuous and binary traits. In matrix notation a linear mixed model can be represented as y = X β + Z u + ϵ {\displaystyle...
23 KB (2,888 words) - 16:45, 25 June 2025
Independent component analysis (section Binary ICA)
Generalized Binary ICA framework introduces a broader problem formulation which does not necessitate any knowledge on the generative model. In other words...
49 KB (7,462 words) - 10:49, 27 May 2025
interoperability and platform independence. In computer science, an abstraction layer is a generalization of a conceptual model or algorithm, away from any...
6 KB (777 words) - 17:55, 19 May 2025
Model-theoretic grammars, also known as constraint-based grammars, contrast with generative grammars in the way they define sets of sentences: they state...
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mathematics, and in particular model theory, a prime model is a model that is as simple as possible. Specifically, a model P {\displaystyle P} is prime...
4 KB (508 words) - 23:13, 6 July 2025
regression model would be to add an additional independent categorical variable to account for the location (i.e. a set of additional binary predictors...
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Financial Information eXchange (redirect from Simple Binary Encoding)
identifier class being used). The values may be in plain text or encoded as pure binary (in which case the value is preceded by a length field). The FIX protocol...
22 KB (2,664 words) - 15:41, 4 June 2025
In astronomy, the geocentric model (also known as geocentrism, often exemplified specifically by the Ptolemaic system) is a superseded description of...
74 KB (8,591 words) - 05:24, 14 July 2025
in our countable model. Particularly the proof of the independence of the continuum hypothesis requires considering sets in models which appear to be...
63 KB (9,064 words) - 09:00, 2 July 2025
abstract model theory is a generalization of model theory that studies the general properties of extensions of first-order logic and their models. Abstract...
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Multinomial probit (section Latent variable model)
Note that this model allows for arbitrary correlation between the error variables, so that it doesn't necessarily respect independence of irrelevant alternatives...
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Linear regression (redirect from Linear regression model)
regression model, which implies that the response variable itself has a log-normal distribution rather than a normal distribution). Independence of errors...
76 KB (10,482 words) - 04:54, 7 July 2025
In statistics, an errors-in-variables model or a measurement error model is a regression model that accounts for measurement errors in the independent...
37 KB (5,701 words) - 01:34, 12 July 2025
Communication protocol (redirect from Binary protocol)
characters in ASCII encoding. Binary protocols are intended to be read by a machine rather than a human being. Binary protocols have the advantage of...
65 KB (8,231 words) - 01:26, 13 July 2025
Substructure (mathematics) (redirect from Extension (model theory))
substructure, an extension of A. In the language consisting of the binary operations + and ×, binary relation <, and constants 0 and 1, the structure (Q, +, ×...
7 KB (754 words) - 23:50, 6 July 2025