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Ricardo Andrade 2013-03-27 15:05:50 +00:00
parent 942e00d9a9
commit 67d3ba6700
1 changed files with 6 additions and 6 deletions
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12
GPy/examples/fitc_class_01.py
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@ -11,15 +11,15 @@ Simple 1D classification example
""" """
seed=10000 seed=10000
data = GPy.util.datasets.toy_linear_1d_classification(seed=seed) #data = GPy.util.datasets.toy_linear_1d_classification(seed=seed)
X = data['X'] #X = data['X']
Y = data['Y'][:, 0:1] #Y = data['Y'][:, 0:1]
Y[Y == -1] = 0 #Y[Y == -1] = 0
#X = np.vstack((np.random.uniform(0,10,(10,1)),np.random.uniform(7,17,(10,1)),np.random.uniform(15,25,(10,1)))) X = np.vstack((np.random.uniform(0,10,(10,1)),np.random.uniform(7,17,(10,1)),np.random.uniform(15,25,(10,1))))
#Y = np.vstack((np.zeros((10,1)),np.ones((10,1)),np.zeros((10,1)))) Y = np.vstack((np.zeros((10,1)),np.ones((10,1)),np.zeros((10,1))))
# Kernel object # Kernel object
kernel = GPy.kern.rbf(1) + GPy.kern.white(1) kernel = GPy.kern.rbf(1) + GPy.kern.white(1)