import numpy

from sklearn import metrics

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actual = numpy.random.binomial(1,.9,size = 1000)

predicted = numpy.random.binomial(1,.9,size = 1000)

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F1_score = metrics.f1_score(actual, predicted)

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print(F1_score)

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