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Performance analysis of machine learning algorithms for energy demand–supply prediction in smart grids

Author: Cebekhulu, Eric ; Onumanyi, Adeiza J ; Isaac, Sherrin J Date: Feb 2022 The use of machine learning (ML) algorithms for power demand and supply prediction is becoming increasingly popular in smart grid systems. Due to the fact that there exist many simple ML algorithms/models in the literature, the question arises ... Read more
Towards understanding the influence of SVM hyperparameters

Author: Van Heerden, CJ ; Barnard, E Date: Nov 2010 In this article, the authors investigate the relationship between SVM hyperparameters for linear and RBF kernels and classification accuracy. The process of finding SVM hyperparameters usually involves a gridsearch, which is both time-consuming ... Read more

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Browsing by Subject "Hyperparameters"

Browsing by Subject "Hyperparameters"

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