Classification of countries’ progress toward a knowledge economy based on machine learning classification techniques

Highlights：

• The paper is focused on the progress toward knowledge economy (KE) of countries.

• Behaviour patterns on KE of the countries (clusters) are identified.

• Three ordinal classifiers are compared to identify the best model.

• The best ordinal model according its accuracy is chosen.

• The model can predict the classification toward KE of countries.