Classification on BRCA (test)
85.6AccuracyTAHCD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAHCDCross-modality noise severity (η)=0, Modality-specific noise severity (ϵ)=0, TTCE iteration number (E)=52026.01 | 85.6 | 99.23 | |
| PDFCross-modality noise severity (η)=0, Modality-specific noise severity (ϵ)=02026.01 | 83.7 | 124.67 | |
| UIMCMissing rate (η)=02023.04 | 82.86 | — | |
| MDCross-modality noise severity (η)=0, Modality-specific noise severity (ϵ)=02026.01 | 82.1 | 160.22 | |
| SPSCross-modality noise severity (η)=0, Modality-specific noise severity (ϵ)=02026.01 | 79.8 | 52.03 | |
| TAHCDCross-modality noise severity (η)=5%, Modality-specific noise severity (ϵ)=1, TTCE iteration number (E)=202026.01 | 79.5 | 136.35 | |
| UIMCMissing rate (η)=0.32023.04 | 76.57 | — | |
| UIMCMissing rate (η)=0.52023.04 | 74.29 | — | |
| PDFCross-modality noise severity (η)=5%, Modality-specific noise severity (ϵ)=12026.01 | 72.1 | 124.67 | |
| MDCross-modality noise severity (η)=5%, Modality-specific noise severity (ϵ)=12026.01 | 69.6 | 160.22 | |
| TAHCDCross-modality noise severity (η)=10%, Modality-specific noise severity (ϵ)=5, TTCE iteration number (E)=302026.01 | 67.4 | 165.28 | |
| SPSCross-modality noise severity (η)=5%, Modality-specific noise severity (ϵ)=12026.01 | 66.3 | 52.03 | |
| PDFCross-modality noise severity (η)=10%, Modality-specific noise severity (ϵ)=52026.01 | 56.6 | 124.67 | |
| MDCross-modality noise severity (η)=10%, Modality-specific noise severity (ϵ)=52026.01 | 51.4 | 160.22 | |
| SPSCross-modality noise severity (η)=10%, Modality-specific noise severity (ϵ)=52026.01 | 46.1 | 52.03 |