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import matplotlib.pyplot as plt
import numpy
from sklearn import datasets
from sklearn import svm
digits=datasets.load_digits()
clf=svm.SVC(gamma=0.001, C=100)
print(digits.data)
x,y=digits.data[:-1], digits.target[:-1]
clf.fit(x,y)
print (digits.data)
print (x.shape)
print("prediction:", clf.predict(digits.data))
plt.imshow(digits.images[-2])
plt.show()
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