Applications of Support Vector Machines in Chemistry
Ovidiu Ivanciuc · Reviews in computational chemistry · 2007
This chapter contains sections titled: Introduction A Nonmathematical Introduction to SVM Pattern Classification The Vapnik–Chervonenkis Dimension Pattern Classification with Linear Support Vector Machines Nonlinear Support Vector Machines SVM Regression Optimizing the SVM Model Practical Aspects of SVM Classification Practical Aspects of SVM Regression Review of SVM Applications in Chemistry SVM Resources on the Web SVM Software Conclusions References