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Create NearestCentroid.py #3

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16 changes: 16 additions & 0 deletions very_simple_examples/NearestCentroid.py
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from sklearn.neighbors.nearest_centroid import NearestCentroid

clf = NearestCentroid()

# height , weight, shoesize of 11 persons
X=[[180,70,8],[160,45,5],[120,60,5],[190,90,10],[200,85,11],[100,60,5],[250,150,12],[120,55,6],[140,60,7],\
[150,70,9],[90,55,3]]

# Gender of 11 persons of respective height,weight & shoesize
Y=['male','female','female','male','male','female','male','female','male','male','female']

clf = clf.fit(X,Y)

prediction = clf.predict([[250,150,12]])

print(prediction)