Table 1 Excerpt from the model matrix corresponding to St Mary’s Hospital. Explanatory covariates for the machine learning algorithms are listed
Date | 2014-04-10 | 2014-04-11 | 2014-04-12 | 2014-04-13 | … |
|---|---|---|---|---|---|
demand | 198 | 183 | 172 | 185 | … |
month | April | April | April | April | … |
yesterday | 218 | 198 | 183 | 172 | … |
same day last week | 223 | 189 | 187 | 195 | … |
average of previous week | 199.6 | 196 | 195.1 | 193 | … |
time | −0.306 | −0.305 | −0.304 | −0.303 | … |
bank holiday | FALSE | FALSE | FALSE | FALSE | … |
school holiday | FALSE | FALSE | TRUE | TRUE | … |
day of week | Thursday | Friday | Saturday | Sunday | … |
precipitation on previous day | 0 | 0 | 0 | 0 | … |
max temperature on previous day | 17.5 | 17.2 | 15.0 | 17.4 | … |
min temperature on previous day | 12.0 | 11.8 | 10.8 | 11.3 | … |
flu hits on google on previous day | 7.52 | 4.88 | 5.12 | 4.08 | … |
Notting Hill carnival | FALSE | FALSE | FALSE | FALSE | … |
Christmas | FALSE | FALSE | FALSE | FALSE | … |