| |
Accuracya
|
AUCb
|
Precision
|
Recall
|
F1 Score
|
|---|
|
Cross validation
| | | | | |
|
Grade I
|
0.838 ± 0.085
|
0.974 ± 0.005
|
0.913 ± 0.028
|
0.838 ± 0.085
|
0.871 ± 0.037
|
|
Grade II
|
0.809 ± 0.072
|
0.880 ± 0.012
|
0.686 ± 0.07
|
0.811 ± 0.072
|
0.738 ± 0.026
|
|
Grade III
|
0.825 ± 0.038
|
0.938 ± 0.004
|
0.863 ± 0.031
|
0.756 ± 0.072
|
0.803 ± 0.031
|
|
Weighted average
|
0.820 ± 0.012
|
0.931 ± 0.006
|
0.820 ± 0.012
|
0.802 ± 0.033
|
0.804 ± 0.030
|
|
Sample testing on GSE81538
| | | | | |
|
Grade I
|
0.406 ± 0.081
|
0.873 ± 0.025
|
0.608 ± 0.116
|
0.408 ± 0.082
|
0.475 ± 0.059
|
|
Grade II
|
0.743 ± 0.069
|
0.833 ± 0.005
|
0.710 ± 0.026
|
0.745 ± 0.070
|
0.725 ± 0.026
|
|
Grade III
|
0.872 ± 0.029
|
0.928 ± 0.015
|
0.848 ± 0.022
|
0.873 ± 0.030
|
0.858 ± 0.015
|
|
Weighted average
|
0.764 ± 0.052
|
0.882 ± 0.012
|
0.762 ± 0.035
|
0.765 ± 0.052
|
0.758 ± 0.025
|
|
Sample testing on GSE163882
| | | | | |
|
Grade I
|
0 ± 0
|
0.622 ± 0.189
|
0 ± 0
|
0 ± 0
|
0 ± 0
|
|
Grade II
|
0.016 ± 0.006
|
0.564 ± 0.044
|
0.268 ± 0.133
|
0.016 ± 0.006
|
0.030 ± 0.010
|
|
Grade III
|
0.974 ± 0.012
|
0.596 ± 0.070
|
0.589 ± 0.003
|
0.974 ± 0.012
|
0.734 ± 0.004
|
|
Weighted average
|
0.580 ± 0.006
|
0.587 ± 0.038
|
0.437 ± 0.045
|
0.330 ± 0.003
|
0.443 ± 0.004
|
- aCategorical accuracy, bclass-specific AUC
