Table 2 Imputation strategies considered
| Â | Imputation Strategy | |
Univariate | Mean | |
Median | ||
Multivariate Regression with Round-Robin schedule | Linear | Bayesian Ridge (BR) |
Non-linear | Decision Trees (DT) | |
Extra Trees (ET) | ||
Nearest-Neighbours (NN) | ||
| Â | Imputation Strategy | |
Univariate | Mean | |
Median | ||
Multivariate Regression with Round-Robin schedule | Linear | Bayesian Ridge (BR) |
Non-linear | Decision Trees (DT) | |
Extra Trees (ET) | ||
Nearest-Neighbours (NN) | ||