Perceived risk prediction on Scenario HB (held out events)
0.2107RMSEDNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DNNEvent=112025.08 | 0.2107 | 0.9135 | — | — | |
| DNNEvent=22025.08 | 0.2574 | 0.9146 | — | — | |
| Deep Neural Network (DNN)Protocol=leave-one-event-out testing, Events=272025.08 | 0.26 | 0.92 | 0.24 | 0.92 | |
| DNNEvent=52025.08 | 0.271 | 0.8964 | — | — | |
| DNNEvent=82025.08 | 0.2905 | 0.8203 | — | — | |
| DNNEvent=162025.08 | 0.306 | 0.9618 | — | — | |
| DNNEvent=32025.08 | 0.3151 | 0.8374 | — | — | |
| DNNEvent=12025.08 | 0.342 | 0.9765 | — | — | |
| DNNEvent=102025.08 | 0.3498 | 0.9711 | — | — | |
| DNNEvent=182025.08 | 0.3745 | 0.9703 | — | — | |
| DNNEvent=62025.08 | 0.3754 | 0.8569 | — | — | |
| DNNEvent=172025.08 | 0.4112 | 0.9734 | — | — | |
| DNNEvent=142025.08 | 0.4122 | 0.9112 | — | — | |
| DNNEvent=152025.08 | 0.4487 | 0.9593 | — | — | |
| DNNEvent=132025.08 | 0.4506 | 0.9553 | — | — | |
| DNNEvent=212025.08 | 0.4571 | 0.9359 | — | — | |
| DNNEvent=92025.08 | 0.4608 | 0.785 | — | — | |
| DNNEvent=202025.08 | 0.4664 | 0.9417 | — | — | |
| DNNEvent=122025.08 | 0.478 | 0.8705 | — | — | |
| DNNEvent=42025.08 | 0.4871 | 0.9702 | — | — | |
| DNNEvent=72025.08 | 0.503 | 0.9626 | — | — | |
| DNNEvent=192025.08 | 0.5995 | 0.964 | — | — | |
| DRFEvent=22025.08 | 1.0214 | -0.5905 | — | — | |
| PCADEvent=82025.08 | 1.1045 | 0.2801 | — | — | |
| PCADEvent=62025.08 | 1.1402 | 0.0214 | — | — | |
| PCADEvent=92025.08 | 1.1426 | -0.1145 | — | — | |
| PCADEvent=32025.08 | 1.2324 | 0.2417 | — | — | |
| DRFEvent=82025.08 | 1.2358 | 0.0618 | — | — | |
| DRFEvent=112025.08 | 1.2514 | 0.5312 | — | — | |
| DRFEvent=102025.08 | 1.2601 | 0.888 | — | — | |
| DRFEvent=52025.08 | 1.303 | 0.2841 | — | — | |
| PCADEvent=52025.08 | 1.3161 | 0.5158 | — | — | |
| PCADEvent=22025.08 | 1.339 | 0.5693 | — | — | |
| PCADEvent=112025.08 | 1.3901 | 0.612 | — | — | |
| PCADEvent=42025.08 | 1.4096 | 0.8939 | — | — | |
| PCADEvent=202025.08 | 1.437 | 0.6408 | — | — | |
| DRFEvent=92025.08 | 1.4508 | -0.4426 | — | — | |
| DRFEvent=172025.08 | 1.4941 | 0.8853 | — | — | |
| DRFEvent=62025.08 | 1.5163 | -0.8475 | — | — | |
| DRFEvent=32025.08 | 1.5588 | -0.3379 | — | — | |
| DRFEvent=162025.08 | 1.5795 | 0.8765 | — | — | |
| PCADEvent=12025.08 | 1.6526 | 0.8845 | — | — | |
| DRFEvent=12025.08 | 1.6953 | 0.8358 | — | — | |
| DRFEvent=132025.08 | 1.751 | 0.8118 | — | — | |
| DRFEvent=212025.08 | 1.803 | 0.8879 | — | — | |
| PCADEvent=122025.08 | 1.8618 | 0.346 | — | — | |
| DRFEvent=72025.08 | 1.9215 | 0.8036 | — | — | |
| DRFEvent=42025.08 | 1.9237 | 0.8365 | — | — | |
| DRFEvent=202025.08 | 1.9452 | 0.7381 | — | — | |
| PCADEvent=72025.08 | 1.9469 | 0.8694 | — | — | |
| DRFEvent=122025.08 | 1.9827 | 0.7886 | — | — | |
| PCADEvent=192025.08 | 2.0104 | 0.8403 | — | — | |
| DRFEvent=192025.08 | 2.0324 | 0.84 | — | — | |
| PCADEvent=172025.08 | 2.0848 | 0.8707 | — | — | |
| PCADEvent=102025.08 | 2.0988 | 0.8607 | — | — | |
| PCADEvent=142025.08 | 2.1027 | 0.713 | — | — | |
| DRFEvent=142025.08 | 2.1044 | 0.8055 | — | — | |
| PCADEvent=162025.08 | 2.178 | 0.8372 | — | — | |
| PCADEvent=152025.08 | 2.2046 | 0.8765 | — | — | |
| PCADEvent=182025.08 | 2.2387 | 0.9001 | — | — | |
| PCADEvent=132025.08 | 2.2663 | 0.8978 | — | — | |
| PCADEvent=212025.08 | 2.2855 | 0.7656 | — | — | |
| DRFEvent=182025.08 | 2.3142 | 0.8718 | — | — | |
| DRFEvent=152025.08 | 2.3754 | 0.8231 | — | — |