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Table 2 Candidate interactions identified from the random forest models. R2 values are shown for the individual feature contribution plots and the combined feature contribution plot

From: Demographic and environmental factors associated with disability in India, Laos, and Tajikistan: a population-based cross-sectional study

Country

Variable 1

Variable 2

Interaction

Name

R2 value

Name

R2 value

R2 value

India

Capacity Score

0.98

Employed part time and want full time

0.57

0.97

Age 50 or above

0.94

Out of the workforce

0.03

0.88

Community Basics Index

0.84

Youth Development Index

0.91

0.89

Laos

Capacity Score

0.98

Community Basics Index

0.54

0.98

Capacity Score

0.98

Living in big city

0.68

0.98

Per capita income quintiles

0.79

Have AT and does not need more

0.61

0.81

Per capita income quintiles

0.79

Marital status

0.33

0.79

Living in big city

0.68

Have AT and does not need more

0.61

0.63

Living in big city

0.68

Financial Life Index

0.68

0.7

Tajikistan

Capacity Score

0.95

Civic Engagement Index

0.32

0.95

Capacity Score

0.95

Living in big city

0.36

0.95

Capacity Score

0.95

Age 50 or above

0.97

0.98