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Modeling the Educational Score in                School Health Surveys

2720 Albanian primary school children

Educational score modeled as an ordinal categorical variable (1-5) in terms of 8 attributes:

  region, age, gender, vision acuity, nourishment level, parasite test, family size, parents education  

Model built using only 100 cases predicts output for remaining 2620 cases with 100% accuracy

A simplified model selects 3 inputs only:

- Vision acuity

- Number of children in family

- Father’s education

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