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- Expectation–maximization_algorithm abstract "In statistics, an expectation–maximization (EM) algorithm is an iterative method for finding maximum likelihood or maximum a posteriori (MAP) estimates of parameters in statistical models, where the model depends on unobserved latent variables. The EM iteration alternates between performing an expectation (E) step, which creates a function for the expectation of the log-likelihood evaluated using the current estimate for the parameters, and a maximization (M) step, which computes parameters maximizing the expected log-likelihood found on the E step. These parameter-estimates are then used to determine the distribution of the latent variables in the next E step.The EM algorithm can be viewed as a special case of the majorize-minimization (MM) algorithm.".
- Expectation–maximization_algorithm thumbnail EM_Clustering_of_Old_Faithful_data.gif?width=300.
- Expectation–maximization_algorithm wikiPageID "470752".
- Expectation–maximization_algorithm wikiPageRevisionID "606644586".
- Expectation–maximization_algorithm subject Category:Data_clustering_algorithms.
- Expectation–maximization_algorithm subject Category:Estimation_theory.
- Expectation–maximization_algorithm subject Category:Machine_learning_algorithms.
- Expectation–maximization_algorithm subject Category:Missing_data.
- Expectation–maximization_algorithm subject Category:Optimization_algorithms_and_methods.
- Expectation–maximization_algorithm subject Category:Statistical_algorithms.
- Expectation–maximization_algorithm comment "In statistics, an expectation–maximization (EM) algorithm is an iterative method for finding maximum likelihood or maximum a posteriori (MAP) estimates of parameters in statistical models, where the model depends on unobserved latent variables.".
- Expectation–maximization_algorithm label "Algorithme espérance-maximisation".
- Expectation–maximization_algorithm label "Algoritmo esperanza-maximización".
- Expectation–maximization_algorithm label "EM-Algorithmus".
- Expectation–maximization_algorithm label "EM-алгоритм".
- Expectation–maximization_algorithm label "EMアルゴリズム".
- Expectation–maximization_algorithm label "Expectation–maximization algorithm".
- Expectation–maximization_algorithm label "最大期望算法".
- Expectation–maximization_algorithm sameAs Expectation%E2%80%93maximization_algorithm.
- Expectation–maximization_algorithm sameAs EM-Algorithmus.
- Expectation–maximization_algorithm sameAs Algoritmo_esperanza-maximización.
- Expectation–maximization_algorithm sameAs Algorithme_espérance-maximisation.
- Expectation–maximization_algorithm sameAs EMアルゴリズム.
- Expectation–maximization_algorithm sameAs 기댓값_최대화_알고리즘.
- Expectation–maximization_algorithm sameAs Q1275153.
- Expectation–maximization_algorithm sameAs Q1275153.
- Expectation–maximization_algorithm wasDerivedFrom Expectation–maximization_algorithm?oldid=606644586.
- Expectation–maximization_algorithm depiction EM_Clustering_of_Old_Faithful_data.gif.
