How to properly call core methods

[mohong96]

hello，I'm trying to test your method on the corel-5k data set, but I'm having some problems.
This is my calling function：
“dataset = arff.load(open('Corel5k.arff', 'rb'))
AL_In_Compress_GPR_BayesianOPT(X=np.array(dataset['data'])[:,0:499].astype(np.float), Y = np.array(dataset['data'])[:,499:].astype(np.float) ,trainRate=0.6,poolRate=0.2,testRate=0.2,sampleSize=200,sampleBatch=1,bestRecov=2,compressRate=0.5,kernelUpdate=1,alpha=1e-5,PCAWrapper=False,PCARate='full',eigenWeigthed=False,sharedSearchSpace=True,sw=0.6,cg=20,fixPhi=None,provideIndex=None)”

Can you tell me how to modify it or provide your calling function?
thx！