Table 1.
Comparison of machine learning model performance.
Fig 1.
Proportion per local authority level of self-medication products by gender.
Fig 2.
Proportion per local authority level of self-medication products.
(Top left coughs and colds, top right Hayfever, bottom left pain relief, bottom right sun preps).
Fig 3.
Rank comparison of feature importance.
(Note: ‘Decile’ refers to the decile of ranks from XGBoost).
Fig 4.
(Note: top 5 products from each XGBoost model).