Data set
- DOI: 10.4121/14626020.v1
- The 96 models
- The original workflow nets (.pnml format) used to generate the logs.
- ZIP archive, 542.84 KB
- The 192 training logs
- The logs (.xes format) to discover the models from using the submitted algorithm.
- ZIP archive, 7.74 MB
- The 192 test logs
- The logs (.xes format) to classify using the models as discovered by the submitted algorithm from the training logs.
- ZIP archive, 7.88 MB
- The 192 ground truth logs
- The test logs (.xes format) as classified by the corresponding models.
- ZIP archive, 8.38 MB
Example discovery algorithms
Discover.bat TrainingLog.xes DiscoveredModel
- The Alpha Miner
- ProM package alphaminer-6.9.78
- Discovers Petri nets (PNML)
- ZIP archive, 116.9 MB
- The Directly Follows Miner
- Base miner.
- ProM package baseminers-6.10.3
- Discovers Petri nets (PNML)
- ZIP archive, 114.7 MB
- The Flower Miner
- Base miner.
- ProM package baseminers-6.10.3
- Discovers Petri nets (PNML
- ZIP archive, 114.7 MB
- The Fodina Miner
- Fodina-2019-06-17, using ProM
- Discovers Petri nets (PNML)
- ZIP archive, 76 MB
- The Hybrid ILP Miner
- ProM package hybridilpminer-6.10.15
- Discovers Petri nets (PNML)
- ZIP archive, 149.7 MB
- The Inductive Miner
- ProM package inductiveminerdeprecated-6.10.64
- Discovers Petri nets (PNML)
- ZIP archive, 173.6 MB
- The Inductive Miner (OR)
- ProM package inductiveminerdeprecated-6.10.64
- Discovers Petri nets (PNML)
- ZIP archive, 173.6 MB
- The Log Skeleton Miner
- ProM package logskeleton-6.10.93
- Discovers log skeletons (LSK)
- ZIP archive, 139.6 MB
- The Log Skeleton N5 Miner
- ProM package logskeleton-6.10.93
- Discovers log skeletons allowing for 5% of noise (LSK)
- ZIP archive, 139.6 MB
- The Split Miner
- splitminer-0.2.x
- Discovers BPMN diagrams (BPMN)
- ZIP archive, 67.6 MB
- The Trace Miner
- No discovery, as the resulting Petri nets get too big to be handled by the replayer
- Classification is done directly on the log (XES): DiscoveredModel = TrainingLog
Submitted discovery algorithms
Discover.bat TrainingLog.xes DiscoveredModel
- The DirectlyFollowsModel Miner
- Submitted by Sander Leemans
- Discovers Petri nets (PNML)
- ZIP archive, 173.6 MB
- The DisCoveR Closed World Miner
- Submitted by Tijs Slaats
- Discovers DCR graphs (DCR)
- ZIP archive, 11.9 MB
- The DisCoveR Light Closed World Miner
- Submitted by Tijs Slaats
- Discovers DCR graphs (DCR)
- ZIP archive, 11.9 MB
- The DisCoveR Light Open World Miner
- Submitted by Tijs Slaats
- Discovers DCR graphs (DCR)
- ZIP archive, 11.9 MB
- The DisCoveR OpenWorld Miner
- Submitted by Tijs Slaats
- Discovers DCR graphs (DCR)
- ZIP archive, 11.9 MB
- The Inductive Miner IMc
- Submitted by Sander Leemans
- Discovers Petri nets (PNML)
- ZIP archive, 173.6 MB
- The Inductive Miner IMfa
- Submitted by Sander Leemans
- Discovers Petri nets (PNML)
- ZIP archive, 173.6 MB
- The Kokos Miner
- Submitted by Karl Heinrichmeyer
- Discovers Petri nets (PNML)
- ZIP archive, 526.7 MB
- The Kokos Miner 2
- Submitted by Karl Heinrichmeyer
- Discovers Petri nets (PNML)
- ZIP archive, 530.5 MB
- The Kokos Miner 2T5
- Submitted by Karl Heinrichmeyer
- Discovers Petri nets (PNML)
- ZIP archive, 529 MB
Classification algorithms
Classify.bat TestLog.xes DiscoveredModel ClassifiedTestLog.xes
- BPMN Diagrams (BPMN)
- ZIP archive, 271.6 MB
- DCR Graphs (DCR)
- Submitted by Tijs Slaats
- ZIP archive, 11.9 MB
- Event logs (XES)
- Used for Trace Miner (DiscoveredModel = TrainingLog)
- ZIP archive, 114.7 MB
- Log Skeletons (LSK)
- ZIP archive, 271.6 MB
- Petri nets (PNML)
- ZIP archive, 271.6 MB
Scorer algorithms
Score.bat GroundTruthLog.xes ClassifiedTestLog.xes
The score is appended to the file “E:/SURFdrive/Projects/PDC 2020/scores.csv”, but this can be configured in the Scripts/Score.txt file.
- Scorer
- ZIP archive, 289 MB