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For the data listed below, Purchase Income ($ '000) Age Gender 0 71.9 42 2 0 100.4 42 1 0 105.6 44 1 1 83.1

For the data listed below,

Purchase

Income ($ '000)

Age

Gender

0

71.9

42

2

0

100.4

42

1

0

105.6

44

1

1

83.1

39

2

0

114.2

43

1

1

113.5

44

1

0

115.2

42

1

0

100.4

35

2

0

92.6

43

2

0

123.8

42

1

0

122.8

45

1

1

98.6

46

2

0

107.6

41

2

0

108.4

42

2

1

138.8

41

1

1

109.9

44

2

1

136.2

47

1

1

117.6

38

2

1

122.8

43

2

0

121.8

45

2

1

126.6

41

2

1

125.8

46

2

1

138.8

42

2

0

149.6

37

1

1

159.5

33

2

Code definitions: Purchase 0 - Not purchased and 1 - Purchased; Gender 1 - Male and 2 - Female

Fit a logistic regression model to predict purchase decision. Identify significant predictors and comment on classification accuracy.

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