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update docs
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QinbinLi committed Jul 3, 2018
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Expand Up @@ -54,18 +54,18 @@ The usage of thundersvm scikit interface is similar to sklearn.svm.


##### SVM classification
*class SVC(kernel = 2, degree = 3, gamma = 'auto', coef0 = 0.0, C = 1.0, tol = 0.001, probability = False, class_weight = None, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None, decison_function_shape = 'ovo')*
*class SVC(kernel = 'rbf', degree = 3, gamma = 'auto', coef0 = 0.0, C = 1.0, tol = 0.001, probability = False, class_weight = None, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None, decison_function_shape = 'ovo')*

*class NuSVC(kernel = 2, degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None, decison_function_shape = 'ovo')*
*class NuSVC(kernel = 'rbf', degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None, decison_function_shape = 'ovo')*

##### One-class SVMs

*class OneClassSVM(kernel = 2, degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, tol = 0.001, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None)*
*class OneClassSVM(kernel = 'rbf', degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, tol = 0.001, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1, random_state = None)*

##### SVM regression
class SVR(kernel = 2, degree = 3, gamma = 'auto', coef0 = 0.0, C = 1.0, epsilon = 0.1, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1)
class SVR(kernel = 'rbf', degree = 3, gamma = 'auto', coef0 = 0.0, C = 1.0, epsilon = 0.1, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1)

*class NuSVR(kernel = 2, degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, C = 1.0, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1)*
*class NuSVR(kernel = 'rbf', degree = 3, gamma = 'auto', coef0 = 0.0, nu = 0.5, C = 1.0, tol = 0.001, probability = False, shrinking = False, cache_size = None, verbose = False, max_iter = -1, n_jobs = -1)*


### Parameters
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