Perceived risk prediction on SVM Scenario events (held-out)
0.4475RMSEDeep Neural Network (DNN)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Deep Neural Network (DNN)Scenario=SVM, Event ID=12025.08 | 0.4475 | 0.9123 | |
| DNNScenario=SVM, Event=12025.08 | 0.4475 | 0.9123 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=232025.08 | 0.4476 | 0.9186 | |
| DNNScenario=SVM, Event=232025.08 | 0.4476 | 0.9186 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=242025.08 | 0.4482 | 0.9035 | |
| DNNScenario=SVM, Event=242025.08 | 0.4482 | 0.9035 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=72025.08 | 0.5026 | 0.7412 | |
| DNNScenario=SVM, Event=72025.08 | 0.5026 | 0.7412 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=262025.08 | 0.5145 | 0.9275 | |
| DNNScenario=SVM, Event=262025.08 | 0.5145 | 0.9275 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=162025.08 | 0.5373 | 0.9002 | |
| DNNScenario=SVM, Event=162025.08 | 0.5373 | 0.9002 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=112025.08 | 0.548 | 0.9008 | |
| DNNScenario=SVM, Event=112025.08 | 0.548 | 0.9008 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=62025.08 | 0.5572 | 0.8732 | |
| DNNScenario=SVM, Event=62025.08 | 0.5572 | 0.8732 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=142025.08 | 0.5625 | 0.8499 | |
| DNNScenario=SVM, Event=142025.08 | 0.5625 | 0.8499 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=272025.08 | 0.5765 | 0.7012 | |
| DNNScenario=SVM, Event=272025.08 | 0.5765 | 0.7012 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=202025.08 | 0.5823 | 0.6819 | |
| DNNScenario=SVM, Event=202025.08 | 0.5823 | 0.6819 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=92025.08 | 0.5873 | 0.9139 | |
| DNNScenario=SVM, Event=92025.08 | 0.5873 | 0.9139 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=212025.08 | 0.6009 | 0.5088 | |
| DNNScenario=SVM, Event=212025.08 | 0.6009 | 0.5088 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=102025.08 | 0.6018 | 0.7862 | |
| DNNScenario=SVM, Event=102025.08 | 0.6018 | 0.7862 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=32025.08 | 0.6291 | 0.6737 | |
| DNNScenario=SVM, Event=32025.08 | 0.6291 | 0.6737 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=42025.08 | 0.635 | 0.7823 | |
| DNNScenario=SVM, Event=42025.08 | 0.635 | 0.7823 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=172025.08 | 0.6527 | 0.7633 | |
| DNNScenario=SVM, Event=172025.08 | 0.6527 | 0.7633 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=22025.08 | 0.659 | 0.7082 | |
| DNNScenario=SVM, Event=22025.08 | 0.659 | 0.7082 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=122025.08 | 0.6665 | 0.8671 | |
| DNNScenario=SVM, Event=122025.08 | 0.6665 | 0.8671 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=82025.08 | 0.6825 | 0.8508 | |
| DNNScenario=SVM, Event=82025.08 | 0.6825 | 0.8508 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=52025.08 | 0.6945 | 0.8532 | |
| DNNScenario=SVM, Event=52025.08 | 0.6945 | 0.8532 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=152025.08 | 0.7028 | 0.7907 | |
| DNNScenario=SVM, Event=152025.08 | 0.7028 | 0.7907 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=182025.08 | 0.7077 | 0.8063 | |
| DNNScenario=SVM, Event=182025.08 | 0.7077 | 0.8063 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=132025.08 | 0.7436 | 0.8595 | |
| DNNScenario=SVM, Event=132025.08 | 0.7436 | 0.8595 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=192025.08 | 0.7676 | 0.7883 | |
| DNNScenario=SVM, Event=192025.08 | 0.7676 | 0.7883 | |
| PCADScenario=SVM, Event ID=202025.08 | 1.111 | -0.6147 | |
| PCADScenario=SVM, Event=202025.08 | 1.111 | -0.6147 | |
| PCADScenario=SVM, Event ID=262025.08 | 1.2256 | -0.0111 | |
| PCADScenario=SVM, Event=262025.08 | 1.2256 | -0.0111 | |
| PCADScenario=SVM, Event ID=12025.08 | 1.2374 | 0.0781 | |
| PCADScenario=SVM, Event=12025.08 | 1.2374 | 0.0781 | |
| PCADScenario=SVM, Event ID=232025.08 | 1.3256 | -0.3703 | |
| PCADScenario=SVM, Event=232025.08 | 1.3256 | -0.3703 | |
| Deep Neural Network (DNN)Scenario=SVM, Event ID=222025.08 | 1.3348 | 0.8672 | |
| DNNScenario=SVM, Event=222025.08 | 1.3348 | 0.8672 | |
| PCADScenario=SVM, Event ID=72025.08 | 1.3921 | -0.5063 | |
| PCADScenario=SVM, Event=72025.08 | 1.3921 | -0.5063 | |
| DRFScenario=SVM, Event ID=232025.08 | 1.4487 | 0.6321 | |
| DRFScenario=SVM, Event=232025.08 | 1.4487 | 0.6321 | |
| DRFScenario=SVM, Event ID=242025.08 | 1.4765 | 0.6437 | |
| DRFScenario=SVM, Event=242025.08 | 1.4765 | 0.6437 | |
| PCADScenario=SVM, Event ID=32025.08 | 1.4857 | -0.4399 | |
| PCADScenario=SVM, Event=32025.08 | 1.4857 | -0.4399 | |
| PCADScenario=SVM, Event ID=112025.08 | 1.502 | 0.2977 | |
| PCADScenario=SVM, Event=112025.08 | 1.502 | 0.2977 | |
| PCADScenario=SVM, Event ID=172025.08 | 1.508 | -0.1178 | |
| PCADScenario=SVM, Event=172025.08 | 1.508 | -0.1178 | |
| PCADScenario=SVM, Event ID=42025.08 | 1.5179 | -0.1772 | |
| PCADScenario=SVM, Event=42025.08 | 1.5179 | -0.1772 | |
| DRFScenario=SVM, Event ID=262025.08 | 1.5212 | 0.4791 | |
| DRFScenario=SVM, Event=262025.08 | 1.5212 | 0.4791 | |
| PCADScenario=SVM, Event ID=192025.08 | 1.5408 | 0.3029 | |
| PCADScenario=SVM, Event=192025.08 | 1.5408 | 0.3029 | |
| PCADScenario=SVM, Event ID=272025.08 | 1.5641 | -0.3307 | |
| PCADScenario=SVM, Event=272025.08 | 1.5641 | -0.3307 | |
| DRFScenario=SVM, Event ID=12025.08 | 1.5736 | 0.5822 | |
| DRFScenario=SVM, Event=12025.08 | 1.5736 | 0.5822 | |
| PCADScenario=SVM, Event ID=152025.08 | 1.5931 | 0.037 | |
| PCADScenario=SVM, Event=152025.08 | 1.5931 | 0.037 | |
| PCADScenario=SVM, Event ID=212025.08 | 1.5979 | -0.5864 | |
| PCADScenario=SVM, Event=212025.08 | 1.5979 | -0.5864 | |
| PCADScenario=SVM, Event ID=22025.08 | 1.6116 | -0.317 | |
| PCADScenario=SVM, Event=22025.08 | 1.6116 | -0.317 | |
| PCADScenario=SVM, Event ID=162025.08 | 1.6254 | 0.2591 | |
| PCADScenario=SVM, Event=162025.08 | 1.6254 | 0.2591 | |
| PCADScenario=SVM, Event ID=92025.08 | 1.6276 | 0.3546 | |
| PCADScenario=SVM, Event=92025.08 | 1.6276 | 0.3546 | |
| PCADScenario=SVM, Event ID=142025.08 | 1.6405 | 0.2129 | |
| PCADScenario=SVM, Event=142025.08 | 1.6405 | 0.2129 | |
| PCADScenario=SVM, Event ID=82025.08 | 1.686 | 0.2727 | |
| PCADScenario=SVM, Event=82025.08 | 1.686 | 0.2727 | |
| PCADScenario=SVM, Event ID=242025.08 | 1.6885 | -0.0984 | |
| PCADScenario=SVM, Event=242025.08 | 1.6885 | -0.0984 | |
| PCADScenario=SVM, Event ID=182025.08 | 1.7042 | 0.0333 | |
| PCADScenario=SVM, Event=182025.08 | 1.7042 | 0.0333 |