Table 4 The attributes used in the dataset (17-26).
From: Knowledge discovery of drug data on the example of adverse reaction prediction
18 | Other infections (the number of episodes) | How many episodes of infections had there been before the allergic/adverse reaction on antibiotics occurred? | Nominal |
19 | Varicella | Did the varicella infection occur? | Nominal (Yes, No) |
20 | Age of varicella | Age when varicella infection occurred | Numeric |
21 | Hospitalization <2y of age | Hospitalization in the very early childhood | Nominal (Yes, No) |
22 | Number of infections per year | An average number of infections per year in a particular child, independently on when the allergic/adverse reaction on antibiotics occurred | Numeric |
23 | Antibiotic exposure before ARA | How many times antibiotics had been prescribed before the allergic/ adverse reaction on antibiotics occurred? | Ordinal |
24 | Family history on ARA | Family history on allergic/adverse reactions on antibiotics | Nominal (Positive, Negative) |
25 | Allergic diseases in family | Have there been other allergic diseases in family members? | Nominal (Yes, No) |
26 | Chr diseases diseases in family | Have there been other chronic diseases in family members? | Nominal (Yes, No) |