Outcome Variable | Accuracy | Precision | Recall | F-Score |
---|---|---|---|---|
Invasive Carcinoma | 0.98 | 1.00 | 0.98 | 0.99 |
Invasive Histologic Type | 0.95 | 0.97 | 0.98 | 0.97 |
Nottingham Score | 0.62 | 1.00 | 1.00 | 1.00 |
Glandular Differentiation | 0.97 | 0.99 | 0.98 | 0.98 |
Nuclear Pleomorphism | 0.97 | 0.98 | 0.98 | 0.98 |
Mitotic Rate | 0.96 | 0.95 | 0.98 | 0.97 |
Histologic Grade | 0.96 | 0.99 | 0.95 | 0.97 |
Tumour Size (mm) | 0.98 | 0.96 | 0.98 | 0.97 |
Tumour Focality | 0.96 | 0.97 | 0.98 | 0.97 |
# of Foci | 0.96 | 0.98 | 0.97 | 0.97 |
Tumour Site | 0.95 | 0.74 | 0.94 | 0.81 |
Lymphovascular Invasion | 0.97 | 0.98 | 0.98 | 0.98 |
In situ Component | 0.95 | 0.99 | 0.94 | 0.97 |
In situ Type | 0.97 | 0.99 | 0.97 | 0.98 |
In situ Nuclear Grade | 0.96 | 0.98 | 0.96 | 0.97 |
Necrosis | 0.96 | 0.96 | 0.96 | 0.96 |
DCIS Extent | 0.98 | 0.97 | 0.95 | 0.96 |
Architectural Patterns | 0.96 | 0.93 | 0.95 | 0.94 |
Invasive Carcinoma Margins | 0.96 | 0.97 | 0.98 | 0.97 |
Distance from Closest Margin | 0.97 | 0.99 | 0.96 | 0.97 |
Closest Margin | 0.97 | 1.00 | 0.96 | 0.98 |
DCIS Margins | 0.94 | 0.94 | 0.97 | 0.95 |
Distance of DCIS from Closest Margin (mm) | 0.95 | 0.99 | 0.94 | 0.96 |
Closest Margin DCIS | 0.97 | 1.00 | 0.94 | 0.97 |
Total LN Examined | 0.98 | 1.00 | 0.98 | 0.99 |
# Sentinel LN Examined | 0.98 | 1.00 | 0.98 | 0.99 |
Micro/macro metastasis | 0.98 | 1.00 | 0.98 | 0.99 |
# LN with Micro-metastasis | 0.98 | 1.00 | 0.96 | 0.98 |
# LN with Macro-metastasis | 0.98 | 1.00 | 0.96 | 0.98 |
Size of largest Macro-metastasis Deposit | 0.98 | 1.00 | 0.95 | 0.98 |
Extranodal Extension | 0.98 | 1.00 | 0.94 | 0.97 |
Extent (mm) | 0.98 | 1.00 | 0.90 | 0.95 |
Invasive Tumour Size (mm) | 0.97 | 1.00 | 0.97 | 0.98 |
# Sentinel Nodes Examined | 0.96 | 0.96 | 0.96 | 0.96 |
# Micro-metastatic Nodes | 0.98 | 1.00 | 0.95 | 0.98 |
# Macro-metastatic Nodes | 0.97 | 1.00 | 0.93 | 0.96 |
Pathologic Stage | 0.98 | 1.00 | 0.98 | 0.99 |
Overall | 0.96 | 0.98 | 0.96 | 0.97 |