Data Mining

hi to all . i have attached 2 files. pdf is the assignment . please open that assignment and follow the requirements. the sloution will be on xle and words. but also i want you to write on word how did you solve the question on the xle.
student_dataset.xls

comp32019_assignment.pdf

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M
M
M
M
F
M
F
F
F
F
F
M
F
M
M
M
M
M
M
F
F
M
F
M
F
F
M
F
F
F
F
F
F
F
F
F
F
15
15
19
19
16
17
17
17
17
16
18
19
19
18
17
18
17
17
19
17
18
16
18
16
15
17
16
17
17
17
18
18
17
18
17
15
15
16
16
18
16
16
16
16
18
16
16
U
R
U
U
R
R
R
R
U
R
R
U
U
U
U
R
R
R
R
R
U
U
U
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R
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U
R
U
U
R
U
R
U
R
R
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U
U
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R
R
U
U
U
U
U
GT3
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GT3
GT3
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LE3
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GT3
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GT3
GT3
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GT3
GT3
GT3
GT3
GT3
GT3
GT3
GT3
GT3
GT3
GT3
GT3
LE3
GT3
GT3
GT3
GT3
LE3
GT3
GT3
LE3
LE3
GT3
GT3
GT3
LE3
GT3
LE3
GT3
GT3
LE3
GT3
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
T
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T
T
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T
T
A
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A
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2
1
1
1
1
2
2
2
3
1
1
3
2
1
4
1
1
1
1
3
1
4
2
4
2
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1
1
3
3
3
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1
2
4
1
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1
1
1
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1
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2
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3
1
2
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1
2
4
2
4
1
1
2
2
2
1
1
2
1
4
1
4
at_home
at_home
at_home
other
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other
at_home
services
at_home
services
at_home
at_home
at_home
health
at_home
other
other
at_home
at_home
other
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services
teacher
at_home
other
at_home
other
services
at_home
other
other
other
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other
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other
other
other
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MS
MS
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MS
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GP
GP
F
M
M
M
M
M
F
F
F
M
F
M
F
M
F
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F
F
M
M
M
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M
M
M
F
F
F
F
F
F
F
M
M
M
F
F
M
M
M
F
M
M
16
16
17
17
18
16
18
17
18
17
18
18
17
17
18
16
16
19
18
17
18
18
22
16
18
16
16
17
18
18
17
18
18
19
19
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18
19
18
19
18
18
19
18
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15
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3
2
4
3
3
2
1
3
2
3
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3
1
1
1
3
3
1
1
2
2
4
3
3
1
1
2
2
3
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4
2
4
1
1
4
2
1
4
1
4
2
1
4
3
2
3
4
1
4
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3
2
2
1
2
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3
2
1
2
1
2
2
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3
1
1
1
2
2
2
2
2
2
1
1
4
1
1
2
1
4
1
1
2
1
3
2
at_home
health
health
services
at_home
services
at_home
other
services
services
other
services
other
other
at_home
services
services
at_home
other
other
services
at_home
services
other
other
at_home
other
other
services
other
teacher
at_home
teacher
at_home
at_home
other
other
other
other
at_home
other
other
other
other
services
at_home
other
GP
GP
GP
GP
M
M
M
M
16
50
15
15
U
U
U
U
GT3
LE3
GT3
GT3
T
A
T
T
1
4
2
3
3
2
3
4
at_home
health
other
services
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other
teacher
other
services
other
at_home
other
at_home
services
health
other
other
other
teacher
other
other
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other
other
services
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services
other
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teacher
other
teacher
teacher
other
services
health
services
services
services
other
services
services
services
other
other
other
services
teacher
other
other
other
reason
reputation
home
course
home
reputation
home
reputation
other
reputation
reputation
reputation
course
course
reputation
course
course
course
home
home
reputation
reputation
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course
reputation
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home
course
course
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course
course
course
reputation
home
other
course
reputation
course
reputation
reputation
course
course
reputation
reputation
reputation
guardian
mother
father
mother
father
mother
mother
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father
mother
father
mother
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mother
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father
mother
mother
mother
mother
mother
mother
father
mother
mother
mother
mother
mother
mother
traveltime studytime failures
schoolsup
2
4
0 no
1
2
0 no
1
1
0 no
1
2
0 no
2
2
0 no
1
2
0 no
2
4
0 no
1
3
0 no
1
3
0 no
1
4
0 no
1
2
0 no
3
2
0 no
2
2
0 yes
2
2
0 no
2
2
0 no
2
4
0 no
2
3
0 no
1
2
0 no
1
1
0 no
1
4
0 no
1
2
0 no
1
2
0 no
1
2
0 no
1
4
0 no
1
2
0 no
1
4
0 no
1
1
0 no
1
1
0 no
1
3
0 no
1
3
0 no
1
1
0 no
1
2
0 no
1
3
0 no
1
1
0 no
1
2
0 no
1
3
0 no
1
3
0 no
1
2
0 no
1
2
0 no
1
3
0 no
2
2
0 no
2
2
0 no
2
3
0 no
2
2
0 no
1
1
0 no
2
3
0 no
famsup
yes
no
no
no
yes
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
no
no
yes
yes
no
yes
yes
no
yes
yes
yes
yes
no
yes
yes
no
yes
yes
no
no
no
no
yes
yes
yes
yes
no
no
yes
yes
no
paid
no
no
no
no
no
no
no

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