Change Point Detection on Room Occupancy (test)
0False Alarm RateKLIEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KLIEPthreshold (z)=2.0, hyperparameters=ws=20, b=22024.08 | 0 | — | |
| Algorithm 3.1threshold (z)=2.36, hyperparameters=alpha=10^-5, lambda=1, eta=0.5, gamma=0.42024.08 | 1 | — | |
| FALCONthreshold (z)=2.05, hyperparameters=p=1, beta=82024.08 | 1 | — | |
| M-statisticthreshold (z)=2.0, hyperparameters=ws=20, b=2.52024.08 | 1 | — | |
| Algorithm 2.2 + ONSz=0.09, PARAMETER=p = 1, β = 0.05, ε = 12022.06 | 1 | 6 | |
| M-statisticz=4, PARAMETER=b = 0.22022.06 | 1 | 10.25 | |
| KLIEPz=1.66, PARAMETER=b = 0.52022.06 | 1 | 11.25 | |
| FLHthreshold (z)=3.0, hyperparameters=alpha=0.1, lambda=0.3, eta=0.8, gamma=0.52024.08 | 2 | — | |
| Algorithm 2.2 + FTALz=0.08, PARAMETER=p = 1, β = 12022.06 | 2 | 2.5 |