ml1

import csv
with open("enjoysport.csv") as file:
  csvfile= csv.reader(file)
  dataset=[]
  print('The Given Training Data Set\n')
  for i in csvfile:
    dataset.append(i)
    print(i)

attributes=len(dataset[0])-1
hypothesis=['0' for _ in range(attributes)]

print('\nThe Initial value of hypothesis:\n',hypothesis)
print('\n\nFind S: Finding a Maximally Specific Hypothesis\n')
h=0
for data in dataset[1:]:
  if data[6]=='yes':
    if hypothesis[0]=='0':
      hypothesis=data[:attributes]
    for i in range(attributes):
      if hypothesis[i]!=data[i]:
        hypothesis[i]='?'
  print('For Training Instance No: {} the hypothesis is {}'.format(h,hypothesis))
  h+=1


print('\n\nThe Maximally Specific Hypothesis for a given Training Examples :\n',hypothesis)