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LIBLINEAR: A Library for Large Linear Classification

Jacob Fish, Rong Fan
2008
4 references

Abstract

AbstractWe present a generalization of the classical mathematical homogenization theory aimed at accounting for finite unit cell distortions, which gives rise to a nonperiodic asymptotic expansion. We introduce an auxiliary macro‐deformed configuration, where the overall Cauchy stress is defined, and nonperiodic boundary conditions. Verification studies against a direct numerical simulation demonstrate the versatility of the proposed method. Copyright © 2008 John Wiley & Sons, Ltd.

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🤖 Machine Learning
1 repository
4 references

Code References

▶ scikit-learn/scikit-learn
2 files
▶ doc/modules/svm.rst
1
Journal of machine learning research 9.Aug (2008): 1871-1874.
▶ sklearn/svm/src/liblinear/linear.cpp
3
// See Appendix of LIBLINEAR paper, Fan et al. (2008)
// See Yuan et al. (2010) and appendix of LIBLINEAR paper, Fan et al. (2008)
// See Yuan et al. (2011) and appendix of LIBLINEAR paper, Fan et al. (2008)
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