ahmedesmail16
commited on
Update README.md
Browse files
README.md
CHANGED
@@ -78,6 +78,25 @@ The following hyperparameters were used during training:
|
|
78 |
| 0.0013 | 8.9973 | 830 | 0.7548 | 0.8437 |
|
79 |
| 0.0006 | 9.9729 | 920 | 0.7503 | 0.8454 |
|
80 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
81 |
|
82 |
### Framework versions
|
83 |
|
|
|
78 |
| 0.0013 | 8.9973 | 830 | 0.7548 | 0.8437 |
|
79 |
| 0.0006 | 9.9729 | 920 | 0.7503 | 0.8454 |
|
80 |
|
81 |
+
# Classification Report
|
82 |
+
|
83 |
+
| Class | Precision (%) | Recall (%) | F1-Score (%) | Support |
|
84 |
+
|---------------------|---------------|------------|--------------|---------|
|
85 |
+
| Abnormal | 68 | 81 | 74 | 108 |
|
86 |
+
| Erythrodermic | 94 | 76 | 84 | 100 |
|
87 |
+
| Guttate | 92 | 87 | 89 | 114 |
|
88 |
+
| Inverse | 92 | 93 | 92 | 108 |
|
89 |
+
| Nail | 86 | 84 | 85 | 99 |
|
90 |
+
| Normal | 85 | 87 | 86 | 82 |
|
91 |
+
| Not Define | 99 | 99 | 99 | 92 |
|
92 |
+
| Palm Soles | 79 | 80 | 80 | 102 |
|
93 |
+
| Plaque | 88 | 75 | 81 | 84 |
|
94 |
+
| Psoriatic Arthritis | 83 | 82 | 83 | 104 |
|
95 |
+
| Pustular | 77 | 84 | 80 | 112 |
|
96 |
+
| Scalp | 88 | 94 | 91 | 80 |
|
97 |
+
| **Accuracy** | | | **85** | 1185 |
|
98 |
+
| **Macro Avg** | **86** | **85** | **85** | 1185 |
|
99 |
+
| **Weighted Avg** | **86** | **85** | **85** | 1185 |
|
100 |
|
101 |
### Framework versions
|
102 |
|