import numpy as np
from scipy import stats
def calculate_probability(data_a, data_b):
# Calculate relative likelihood
prob_a = stats.norm(data_a.mean(), data_a.std())
prob_b = stats.norm(data_b.mean(), data_b.std())
return prob_a.pdf(0.5) / prob_b.pdf(0.5)
result = calculate_probability(dataset_1, dataset_2)
print(f"Relative Probability: {result:.4f}")
# Output:
Relative Probability