Table 2: Feature importance of the best performing decision tree.
|
Attribute |
Feature Importance |
|
Age |
29.09% |
|
Duration of employment |
26.87% |
|
Attendance history |
9.80% |
|
Weekly working hour difference |
4.71% |
|
Language: German |
2.22% |
|
Year |
2.10% |
|
Shift length |
1.68% |
|
Month: November |
1.10% |
|
Month: September |
1.02% |
|
Day of the week: Monday |
1.01% |