Currently, there does not seem to be a way to specify sample_weights when using svm.LinearSVC or svm.sparse.LinearSVC.
Can that feature be implemented? or Is there an existing way to do that?
libsvm contains the feature in http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/#weights_for_data_instances