def __str__(self):
s = self.__class__.__name__ + "["
s += "" + BagKernel.__str__(self)
s += "]"
return s
def __init__(self, data_kernel):
BagKernel.__init__(self, data_kernel)
def __init__(self, data_kernel, sigma=1.0):
BagKernel.__init__(self, data_kernel)
self.width = sigma
def __init__(self, data_kernel, mdata=100, dim=1):
'''this kernel only works on rff features since it does not have a closed form'''
BagKernel.__init__(self, data_kernel)
def __str__(self):
s = self.__class__.__name__ + "["
s += "width=" + str(self.width)
s += ", " + BagKernel.__str__(self)
s += "]"
return s
def __init__(self,data_kernel,sigma=1.0):
BagKernel.__init__(self,data_kernel)
self.width=sigma
def __str__(self):
s=self.__class__.__name__+ "["
s += "width="+ str(self.width)
s += ", " + BagKernel.__str__(self)
s += "]"
return s
def __init__(self,data_kernel):
BagKernel.__init__(self,data_kernel)
def __str__(self):
s=self.__class__.__name__+ "["
s += "" + BagKernel.__str__(self)
s += "]"
return s