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Table 3 Accuracy rate of the full dataset, the training (80%) and the holdout sample (20%) of Toxocara cati, Cystoisospora spp., Ancylostomatidae, Aelurostrongylus abstrusus and Giardia spp. models

From: Feline gastrointestinal parasitism in Greece: emergent zoonotic species and associated risk factors

Observed cases

Predicted cases for the full-data model

Predicted cases for the split-sample validation model

Infection statusa

Percentage correct (%)

Selected cases

Unselected cases

Infection statusa

% correct

Infection statusa

% correct

Uninfected

Infected

Uninfected

Infected

Uninfected

Infected

Toxocara cati infection status

Uninfected

874

0

100

705

0

100

169

0

100

Infected

278

0

0

223

0

0

55

0

0

Accuracy rate

  

75.9

  

76.0

  

75.4

Cystoisospora spp. infection status

Uninfected

963

0

100

741

0

100

222

0

100

Infected

189

0

0

155

0

0

34

0

0

Accuracy rate

  

83.6

  

82.7

  

86.7

Ancylostomatidae infection status

Uninfected

961

5

99.5

766

2

99.7

197

1

99.5

Infected

173

13

7.0

134

9

6.3

40

3

7.0

Accuracy rate

  

84.5

  

85.1

  

83.0

Aelurostrongylus abstrusus infection status

Uninfected

1112

0

100

878

0

100

234

0

100

Infected

40

0

0

31

0

0

9

0

0

Accuracy rate

  

96.5

  

96.6

  

96.3

Giardia spp. infection status

Uninfected

1126

0

100

907

0

100

219

0

100

Infected

26

0

0

18

0

0

8

0

0

Accuracy rate

  

97.7

  

98.1

  

96.5

  1. aInfection status refers to Toxocara cati, Cystoisospora spp., Ancylostomatidae, Aelurostrongylus abstrusus and Giardia spp. predicted infection status in accordance to the observed infection status of the aforementioned parasite species