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Models/Gaussian SVM

Gaussian SVM

Reported on 9 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Electrocardiography (ECG)onMIMIC-III
F1 score· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Electrocardiography (ECG)onMIMIC-III
Precision· 2018-03-18
0.95
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Electrocardiography (ECG)onMIMIC-III
Recall· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Medical waveform analysisonMIMIC-III
F1 score· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Medical waveform analysisonMIMIC-III
Precision· 2018-03-18
0.95
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Medical waveform analysisonMIMIC-III
Recall· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589

Medical3 results

Mortality PredictiononMIMIC-III
F1 score· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Mortality PredictiononMIMIC-III
Precision· 2018-03-18
0.95
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589
Mortality PredictiononMIMIC-III
Recall· 2018-03-18
0.96
best: 0.97 (Random Forest)
Early hospital mortality prediction using vital signals arXiv:1803.06589