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Table 2 Descriptive statistical analysis of ASD screening dataset before normalization

From: Comparison of classification algorithms for predicting autistic spectrum disorder using WEKA modeler

Attribute code

Attribute value

N

Min.

Max.

Mean

SD

Age

4–11

288

4

11

6.354

2.365

Gender

F

84

n/a

n/a

n/a

n/a

M

208

n/a

n/a

n/a

n/a

Ethnicity

Asian

46

n/a

n/a

n/a

n/a

Black

14

n/a

n/a

n/a

n/a

Hispanic

7

n/a

n/a

n/a

n/a

Latino

8

n/a

n/a

n/a

n/a

Mid- Eastern

27

n/a

n/a

n/a

n/a

Pasifika

2

n/a

n/a

n/a

n/a

South Asian

21

n/a

n/a

n/a

n/a

Turkish

2

n/a

n/a

n/a

n/a

White-European

108

n/a

n/a

n/a

n/a

Others

14

n/a

n/a

n/a

n/a

Jaundice

No

212

n/a

n/a

n/a

n/a

Yes

80

n/a

n/a

n/a

n/a

Autism

No

243

n/a

n/a

n/a

n/a

Yes

49

n/a

n/a

n/a

n/a

Relation

Parent

214

n/a

n/a

n/a

n/a

Self

5

n/a

n/a

n/a

n/a

Relative

17

n/a

n/a

n/a

n/a

Healthcare professional

13

n/a

n/a

n/a

n/a

Used_app_before

No

281

n/a

n/a

n/a

n/a

Yes

11

n/a

n/a

n/a

n/a

A1_Score

0

107

n/a

n/a

n/a

n/a

1

185

n/a

n/a

n/a

n/a

A2_Score

0

136

n/a

n/a

n/a

n/a

1

156

n/a

n/a

n/a

n/a

A3_Score

0

75

n/a

n/a

n/a

n/a

1

217

n/a

n/a

n/a

n/a

A4_Score

0

131

n/a

n/a

n/a

n/a

1

161

n/a

n/a

n/a

n/a

A5_Score

0

75

n/a

n/a

n/a

n/a

1

217

n/a

n/a

n/a

n/a

A6_Score

0

84

n/a

n/a

n/a

n/a

1

208

n/a

n/a

n/a

n/a

A7_Score

0

115

n/a

n/a

n/a

n/a

1

177

n/a

n/a

n/a

n/a

A8_Score

0

147

n/a

n/a

n/a

n/a

1

145

n/a

n/a

n/a

n/a

A9_Score

0

148

n/a

n/a

n/a

n/a

1

144

n/a

n/a

n/a

n/a

A10_Score

0

80

n/a

n/a

n/a

n/a

1

212

n/a

n/a

n/a

n/a

Result

n/a

292

0

10

6.24

2.285

Class/ASD

No

151

n/a

n/a

n/a

n/a

Yes

141

n/a

n/a

n/a

n/a