Use NumPy to calculate the likelihood ratio for the following data with the formula: likelihood_ratio=tp*n*log tp/ep+(n-tp*n)*log(1-tp)/(1-ep)Python Programming

Use NumPy to calculate the likelihood ratio for the following data with the formula:

likelihood_ratio=tp*n*log tp/ep+(n-tp*n)*log(1-tp)/(1-ep)

n

tp

ep

1000

0.5

0.3

8000

0.2

0.6

3000

0.8

0.7

5000

0.6

0.4

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