def find_s(examples):
hypothesis = [‘Ï•’, ‘Ï•’, ‘Ï•’, ‘Ï•’, ‘Ï•’, ‘Ï•’]
for example in examples:
if example[-1] == ‘Yes’:
for i in range(len(hypothesis)):
if hypothesis[i] == ‘Ï•’:
hypothesis[i] = example[i]
elif hypothesis[i] != example[i]:
hypothesis[i] = ‘?’
return hypothesis
data = [
[‘Sunny’, ‘Warm’, ‘Normal’, ‘Strong’, ‘Warm’, ‘Same’, ‘Yes’],
[‘Sunny’, ‘Warm’, ‘High’, ‘Strong’, ‘Warm’, ‘Same’, ‘Yes’],
[‘Rainy’, ‘Cold’, ‘High’, ‘Strong’, ‘Warm’, ‘Change’, ‘No’],
[‘Sunny’, ‘Warm’, ‘High’, ‘Strong’, ‘Cool’, ‘Change’, ‘Yes’]
]
hypothesis = find_s(data)
print(“Final hypothesis:”, hypothesis)
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