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. 2022 Mar 29;22:607. doi: 10.1186/s12889-022-12846-1

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

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