Currently, the following prediction types are available in Nirdizati Training:
- Remaining time prediction
- Resource workload prediction
- Next activity prediction
- Outcome prediction
Remaining time can be predicted using either inter-case or intra-case method. The former treats running cases independently from each other, while the latter additionally takes into account dependencies between running cases, particularly due to resource contention and data sharing.
Resource workload is predicted using a time series-based approach, while next activity and outcome are predicted via standard classification models.