Image Classification on Melanoma (test)
0.88AUCLocalSCGDAM
Evaluation Results
| Method | Links | |
|---|---|---|
| LocalSCGDAMcommunication period (p)=8, Backbone=DenseNet121, Batch size=162023.04 | 0.88 | |
| LocalSCGDAMcommunication period (p)=4, Backbone=DenseNet121, Batch size=162023.04 | 0.876 | |
| LocalSCGDAMcommunication period (p)=16, Backbone=DenseNet121, Batch size=162023.04 | 0.87 | |
| LocalSGDMcommunication period (p)=4, Backbone=DenseNet121, Batch size=162023.04 | 0.774 | |
| LocalSGDM_RLcommunication period (p)=16, Backbone=DenseNet121, Batch size=162023.04 | 0.773 | |
| LocalSGDMcommunication period (p)=8, Backbone=DenseNet121, Batch size=162023.04 | 0.766 | |
| LocalSGDMcommunication period (p)=16, Backbone=DenseNet121, Batch size=162023.04 | 0.75 | |
| LocalSGDM_RLcommunication period (p)=4, Backbone=DenseNet121, Batch size=162023.04 | 0.737 | |
| CoDAcommunication period (p)=4, Backbone=DenseNet121, Batch size=162023.04 | 0.734 | |
| LocalSGDAMcommunication period (p)=4, Backbone=DenseNet121, Batch size=162023.04 | 0.73 | |
| LocalSGDAMcommunication period (p)=8, Backbone=DenseNet121, Batch size=162023.04 | 0.729 | |
| CoDAcommunication period (p)=16, Backbone=DenseNet121, Batch size=162023.04 | 0.725 | |
| CoDAcommunication period (p)=8, Backbone=DenseNet121, Batch size=162023.04 | 0.721 | |
| LocalSGDAMcommunication period (p)=16, Backbone=DenseNet121, Batch size=162023.04 | 0.721 | |
| LocalSGDM_RLcommunication period (p)=8, Backbone=DenseNet121, Batch size=162023.04 | 0.721 |