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会议链接/Zoom Link:
https://cern.zoom.us/j/66708976616?pwd=wIvRGTja7ooamUftTYtz7brdc6ynl9.1
会议号/Meeting ID: 667 0897 6616
会议密码/Passcode: 949845
Hardware: DS Tracker Module based on Baby_2 and AC-LGAD sensors
Dark SHINE and CEPC
Dark SHINE, CEPC and ITk Test Beam
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Run2, Run3
SPANet (even):
| truth \ predicted | ttW | ttH | tttt | Total truth (for efficiency) |
| ttW | 430,374 | 142,925 | 29,575 | 602,874 |
| ttH | 163,830 | 322,310 | 50,642 | 536,782 |
| tttt | 27,566 | 51,514 | 397,663 | 476,743 |
| Total predicted (for purity) | 621,770 | 516,749 | 477,880 |
Comparison:
| SPANET | ONNX (20000 events) | ||
| Total | accuracy | 71.2% | 69.1% |
| ttW | efficiency | 71.3% | 69.6% |
| ttW | purity | 69.5% | 67.0% |
| ttW | AUC | 0.856 | 0.844 |
| ttH | efficiency | 60.1% | 61.3% |
| ttH | purity | 62.3% | 58.1% |
| ttH | AUC | 0.814 | 0.796 |
| tttt | efficiency | 83.5% | 77.2% |
| tttt | purity | 83.0% | 86.8% |
| tttt | AUC | 0.954 | 0.951 |
TODO:
Feel free to continue the discussion and share your opinions with the group.