تماشای ویدئو Soft Margin SVM and Kernels with CVXOPT Practical Machine Learning Tutorial with Python p.32 از آی-ویدئو

In this tutorial, we cover the Soft Margin SVM, along with Kernels and quadratic programming with CVXOPT all in one quick tutorial using some example code from: http://www.mblondel.org/journal/2010/09/19/support-vector-machines-in-python/ Visualizing the conversion of many dimensions back to 2D: https://www.youtube.com/watch?v=3liCbRZPrZA Quadratic programming with CVXOPT: http://cvxopt.org/userguide/coneprog.html#quadratic-programming Docs qp example: http://cvxopt.org/examples/tutorial/qp.html Another