Table 5.
Analysis by class of a data set in Scenario 1
| Measures | PVIM | IPM | ||||
|---|---|---|---|---|---|---|
| 0 | 1 | G | 0 | 1 | G | |
| X 1 | 4 | 1 | 4 | 3 | 3 | 3 |
| X 2 | 2 | 3 | 2 | 1 | 1 | 1 |
| X 3 | 3 | 2 | 3 | 5 | 4 | 5 |
| X 4 | 1 | 4 | 1 | 2 | 2 | 2 |
| X 5 | 5 | 5 | 5 | 4 | 5 | 4 |
The first column is the name of the variables. The two following columns correspond to the PVIM ranking (CART-RF, mtry = 2) for each class, whereas the third column is the same but calculated globally (labeled as G). The last three columns contain the ranking of the IPM values (CIT-RF, mtry = 5) first by group and the last column computed globally (labeled as G)