Table 2 Distribution of LSD clinical outcomes across predictor Categories.

From: Comparative performance of bagging and boosting ensemble models for predicting lumpy skin disease with multiclass-imbalanced data

Predictors

Category

Healthy

Diseased

Dead

Breed

Holstein

392

201

28

Balady

190

85

15

Mixed

65

47

18

Sex

Male

298

89

22

Female

349

244

39

Age

0_to_1y

112

98

24

1_to_3y

418

195

31

more_than3y

117

40

6

Season

Winter

510

128

19

Summer

72

145

32

Autumn

54

48

8

Spring

11

12

2

Feeding System

CommunalSystem

582

285

53

Separate

65

48

8

Introduction of New Cattle

Yes

127

198

42

No

520

135

19

Vaccine Type

Neethling

401

112

12

Unvaccinated

98

158

39

SheepPox

82

45

7

Unknown

66

18

3