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Program:
import pandas as pd
import numpy as np
data = pd.read_csv("data.csv")
print(data,"n")
d = np.array(data)[:,:-1]
print("n The attributes are: ",d)
target = np.array(data)[:,-1]
print("n The target is: ",target)
def train(c,t):
for i, val in enumerate(t):
if val == "Yes":
specific_hypothesis = c[i].copy()
break
for i, val in enumerate(c):
if t[i] == "Yes":
for x in range(len(specific_hypothesis)):
if val[x] != specific_hypothesis[x]:
specific_hypothesis[x] = '?'
else:
pass
return specific_hypothesis
print("n The final hypothesis is:",train(d,target))
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