Table 7.
Estimated coefficients of logistic regression using one-hot encoding of binary variables (indicated by the presence of a number after the feature label)
| Coefficient | |
|---|---|
| Supervision/review of work_1 | −0.754 |
| Supervision/review of work_2 | 0.594 |
| Delegation of tasks_1 | −1.194 |
| Delegation of tasks_2 | 1.476 |
| Where the work is performed_1 | −0.106 |
| Where the work is performed_2 | 0.076 |
| Is the worker required to wear a uniform?_1 | −0.119 |
| Is the worker required to wear a uniform?_2 | 0.311 |
| Length of service | −0.105 |
| Ownership of tools | 0.582 |
| Ability to hire employees | 0.433 |
| Chance of profit | 0.235 |
| Risk of loss | 1.308 |
| Exclusivity of services | 2.493 |
| Who sets the work hours | 0.379 |