Table 5 Comparative summary
From: Kinematics approach with neural networks for early detection of sepsis (KANNEDS)
# | Classifier | Mean Acc. KF model | Mean Acc. VS model | Mean Diff | STD KF model (%) | STD VS model (%) |
|---|---|---|---|---|---|---|
1 | LSTM | 0.8025 | 0.7074 | 0.09 | 6.15 | 3.27 |
2 | CNN | 0.7556 | 0.7006 | 0.06 | 2.82 | 1.14 |
3 | Linear NN | 0.7224 | 0.6954 | 0.02 | 2.07 | 0.90 |
4 | Logist. Regres | 0.7139 | 0.7048 | 0.00 | 1.18 | 1.09 |
5 | Decision Tree | 0.6279 | 0.6230 | 0.01 | 1.26 | 1.45 |