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Illustrate any one classification technique for the above data set. Show how can we classify a new tuple, with (Homeowner=Yes, Status=Employed, Income=Average)
written 7.9 years ago by gravatar for prachi.sagar prachi.sagar • 420 modified 3.7 years ago by gravatar for binitamayekar binitamayekar ★ 6.7k
Id House Owner Status Income Defaulted
1 Yes Employed High No
2 No Business Average No
3 No Employed Low No
4 Yes Business High No
5 No Unemployed Average Yes
6 No Business Low No
7 Yes Employed High No
8 No Unemployed Average Yes
9 No Business Low No
10 No Employed Average Yes

Illustrate any one classification technique for the above data set. Show how can we classify a new tuple, with (Homeowner=Yes, Status=Employed, Income=Average)
data mining and business intelligence
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written 3.7 years ago by gravatar for binitamayekar binitamayekar ★ 6.7k

Naive Bayes Classifier Method

Here, we want to classify a Homeowner = Yes, Status = Employed, Income = Average and predict the class label for this sample.

  • The above sample dataset does not contain the class label for this sample.
  • Hence, by using Naïve Bayes Classifier we can find out …

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