Table 2.
Receiver operating characteristic area under the curve (ROCAUC) summary.
Model | 11-EXP | 3-EXP | 11-SW | 4-SW | ||||
---|---|---|---|---|---|---|---|---|
Median | IQR | Median | IQR | Median | IQR | Median | IQR | |
LDA | 0.938 | 0.021 | 0.946 | 0.021 | 0.950 | 0.006 | 0.929 | 0.041 |
LSTM | 0.946 | 0.006 | 0.988 | 0.006 | 0.999 | 0.004 | 0.997 | 0.003 |
FCN | 0.843 | 0.040 | 1.000 | 0.008 | 0.997 | 0.003 | 0.994 | 0.001 |
LSTM-FCN | 0.865 | 0.024 | 0.994 | 0.012 | 0.996 | 0.005 | 0.995 | 0.002 |
ALSTM-FCN | 0.858 | 0.020 | 0.996 | 0.008 | 0.999 | 0.002 | 0.998 | 0.001 |