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svm_parameter.py
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svm_parameter.py
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class parameter:
def __init__(self):
self.svm_type = 'C_SVC'
self.kernel_type = 'RBF'
self.degree = 3
self.gamma = 0.0
self.coef0 = 0.0
self.nu = 0.5
self.cache_size = 100
self.C = 1
self.eps = 1*10**-3
self.p = 0.1
self.shrinking = 1
self.probability = 0
self.nr_weight = 0
self.weight_label = None
self.weight = None
@property
def svm_type(self):
return self.svm_type
@property
def kernel_type(self):
return self.kernel_type
@property
def degree(self):
return self.degree
@property
def gamma(self):
return self.gamma
@property
def coef0(self):
return self.coef0
@property
def nu(self):
return self.nu
@property
def cache_size(self):
return cache_size
@property
def C(self):
return C
@property
def eps(self):
return eps
@property
def p(self):
return p
@property
def shrinking(self):
return shrinking
@property
def probability(self):
return probability
@property
def nr_weight(self):
return nr_weight
@property
def weight_label(self):
return weight_label
@property
def weight(self):
return weight