Breast Cancer Subtype dataset | DSCCN1 | DSCCN2 | DSCCN3 | DSCCN4 | DSCCN5 | DSCCN |
---|---|---|---|---|---|---|
Accuracy | ||||||
Basal vs Her2 | 0.833 | 0.867 | 0.880 | 0.924 | 0.842 | 0.926 |
Basal vs LumA | 0.947 | 0.958 | 0.958 | 0.978 | 0.767 | 0.982 |
Basal vs LumB | 0.943 | 0.953 | 0.948 | 0.953 | 0.610 | 0.965 |
Her2 vs LumA | 0.905 | 0.937 | 0.914 | 0.936 | 0.905 | 0.951 |
Her2 vs LumB | 0.896 | 0.902 | 0.913 | 0.843 | 0.825 | 0.926 |
LumA vs LumB | 0.695 | 0.768 | 0.766 | 0.786 | 0.635 | 0.844 |
AUC | ||||||
Basal vs Her2 | 0.950 | 0.960 | 0.984 | 0.973 | 0.957 | 0.982 |
Basal vs LumA | 0.972 | 0.990 | 0.980 | 0.997 | 0.979 | 0.997 |
Basal vs LumB | 0.965 | 0.963 | 0.997 | 0.933 | 0.965 | 0.997 |
Her2 vs LumA | 0.946 | 0.970 | 0.969 | 0.966 | 0.981 | 0.948 |
Her2 vs LumB | 0.910 | 0.949 | 0.934 | 0.943 | 0.650 | 0.951 |
LumA vs LumB | 0.857 | 0.808 | 0.878 | 0.847 | 0.757 | 0.857 |
F1-score | ||||||
Basal vs Her2 | 0.742 | 0.769 | 0.833 | 0.822 | 0.686 | 0.933 |
Basal vs LumA | 0.965 | 0.975 | 0.967 | 0.986 | 0.848 | 0.988 |
Basal vs LumB | 0.962 | 0.968 | 0.943 | 0.972 | 0.694 | 0.974 |
Her2 vs LumA | 0.950 | 0.966 | 0.955 | 0.962 | 0.950 | 0.973 |
Her2 vs LumB | 0.906 | 0.940 | 0.896 | 0.909 | 0.902 | 0.956 |
LumA vs LumB | 0.667 | 0.642 | 0.695 | 0.598 | 0.401 | 0.883 |