Time complexity of training and evaluation of the approximation methods.
收藏Figshare2020-03-13 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Time_complexity_of_training_and_evaluation_of_the_approximation_methods_/11982948
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Evaluation is the cost of evaluating one new sample. N = number of Monte Carlo samples used for the estimation, D = dimensionality, G = number of mixture components. The training time gives the number of seconds required to fit a 10-dimensional approximation on 1,000 samples using mvdens. For mixture fitting, the time for fitting a 5-component model is reported; optimizing the number of components will grow linearly with the number of components considered.
创建时间：
2020-03-13
