نتایج جستجو برای: support vector machines
تعداد نتایج: 859628 فیلتر نتایج به سال:
Journal:
:IAES International Journal of Artificial Intelligence (IJ-AI)
2020
Journal:
:IEEE Transactions on Automatic Control
2007
Journal:
:Empirical Economics
2015
Journal:
:Pattern Recognition
2015
Journal:
:Advances in Artificial Neural Systems
2011
Journal:
:Mathematics
2022
Herein, theoretical results are presented to provide insights into the effectiveness of subsampling methods in reducing amount instances required training stage when applying support vector machines (SVMs) for classification big data scenarios. Our main theorem states that under some conditions, there exists, with high probability, a feasible solution SVM problem randomly chosen subsample, corr...
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