Table 3 Percentage of students’ mathematics performance by characteristics.

From: Supervised machine learning models for predicting student mathematics performance in Somaliland primary examinations 2023

  

Maths performance (%)

Characteristics

Frequency

Fail

Pass

Region

   

Awdal

2,259

78.88

21.12

Badhan

345

24.06

75.94

Buhodleh

50

20.00

80.00

Daad-madheedh

124

31.45

68.55

Gabiley

1,410

63.26

36.74

Hawd

45

82.22

17.78

Maroodijeex

10,501

81.49

18.51

Sahil

965

26.01

73.99

Salal

257

26.46

73.54

Sanaag

1,138

16.52

83.48

Togdheer

3,603

49.04

50.96

Saraar

253

25.69

74.31

District

   

Badhan

342

24.27

75.73

Baki

148

20.95

79.05

Baligubadle

45

82.22

17.78

Berbera

680

36.47

63.53

Borama

1,955

83.38

16.62

Buhodle

50

20.00

80.00

Burco

3,603

49.04

50.96

Caynabo

253

25.69

74.31

Ceelafweyn

127

18.90

81.10

Ceerigaabo

937

15.37

84.63

Gabiley

1,410

63.26

36.74

Garadag

74

27.03

72.97

Hargeysa

10,458

81.55

18.45

Laasqoray

3

00.00

100.0

Lug-haya

156

77.56

22.44

Oodweyne

124

31.45

68.55

Salaxley

43

67.44

32.56

Saylac

257

26.46

73.54

Sheekh

285

1.05

98.95

Residence

   

Rural

1,922

45.21

54.79

Urban

12,870

67.64

32.36

School type

   

Private

12,032

68.08

31.92

Public

8,918

62.21

37.79

Gender

   

Female

9,111

63.52

36.48

Male

11,839

67.17

32.83

School accommodation

   

Boarding

830

64.34

35.66

Day

20,120

65.63

34.37

Science

   

Fail

8,056

88.16

11.84

Pass

12,894

51.47

48.53

Somali language

   

Fail

1,574 (4%)

84.56

15.44

Pass

19,376 (96%)

64.04

35.96

English Language

   

Fail

9,641

86.62

13.38

Pass

11,309

47.64

52.36

Arabic language

   

Fail

4,270

88.01

11.99

Pass

16,690

59.84

40.16