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Number of iterations to convergence of MAP-DP, K-means, E-M and Gibbs sampling where one iteration consists of a full sweep through the data and the model parameters.

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Figshare2016-09-27 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Number_of_iterations_to_convergence_of_MAP-DP_i_K_i_-means_E-M_and_Gibbs_sampling_where_one_iteration_consists_of_a_full_sweep_through_the_data_and_the_model_parameters_/3862608
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The computational cost per iteration is not exactly the same for different algorithms, but it is comparable. The number of iterations due to randomized restarts have not been included.
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2016-09-27
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