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Commit060dbc8

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Moved directory. Simple classifier.
1 parentf237ab1 commit060dbc8

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‎machine-learning/fruit-classify.py

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fromsklearnimporttree
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TEXTURE_BUMPY=0
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TEXTURE_SMOOTH=1
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LABEL_APPLE=0
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LABEL_ORANGE=1
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LABELS= {
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LABEL_APPLE:'apple',
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LABEL_ORANGE:'orange',
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}
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defclassify(to_classify):
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features= [
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[90,TEXTURE_BUMPY],
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[140,TEXTURE_SMOOTH],
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[130,TEXTURE_SMOOTH],
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[150,TEXTURE_BUMPY],
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[170,TEXTURE_BUMPY],
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]
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labels= [
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LABEL_ORANGE,
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LABEL_APPLE,
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LABEL_APPLE,
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LABEL_ORANGE,
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LABEL_ORANGE
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]
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clf=tree.DecisionTreeClassifier()
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clf=clf.fit(features,labels)
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returnclf.predict(to_classify)
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defmain():
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to_classify= [
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[145,TEXTURE_BUMPY],
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[120,TEXTURE_SMOOTH],
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[100,TEXTURE_BUMPY],
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]
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decisions=classify(to_classify)
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fordecisionindecisions:
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print("It's a(n):",LABELS[decision])
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if__name__=='__main__':
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main()
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