(SA)BIO Results
Kidney Transplant Data
Mariel Barbachan
10 January 2022
1
Intercom Study
1.1
Dataset
1.2
Optimisation Results
1.3
Classification Results
1.3.1
Log-loss
1.3.2
Accuracy
1.3.3
F1 Score
1.3.4
AUC
2
Molecular Microscope Study
2.1
Dataset
2.2
Optimisation Results
2.3
Classification Results
2.3.1
Log-loss
2.3.2
Accuracy
2.3.3
F1 Score
2.3.4
AUC
3
Callemeyn Study
3.1
Dataset
3.2
Optimisation Results
3.3
Classification Results
3.3.1
Log-loss
3.3.2
Accuracy
3.3.3
F1 Score
3.3.4
AUC
1
Intercom Study
1.1
Dataset
ABMR: 40
Without ABMR: 266
Intercom @ GEO
1.2
Optimisation Results
1.3
Classification Results
1.3.1
Log-loss
1.3.2
Accuracy
1.3.3
F1 Score
1.3.4
AUC
2
Molecular Microscope Study
2.1
Dataset
ABM: 65
Without ABMR: 344
Molecular Microscope @ GEO
2.2
Optimisation Results
2.3
Classification Results
2.3.1
Log-loss
2.3.2
Accuracy
2.3.3
F1 Score
2.3.4
AUC
3
Callemeyn Study
3.1
Dataset
ABM: 56
Without ABMR: 168
Callemeyn @ GEO
3.2
Optimisation Results
3.3
Classification Results
3.3.1
Log-loss
3.3.2
Accuracy
3.3.3
F1 Score
3.3.4
AUC