ahmedesmail16
commited on
Commit
•
c587a72
1
Parent(s):
a292cb4
Update README.md
Browse files
README.md
CHANGED
@@ -78,6 +78,27 @@ The following hyperparameters were used during training:
|
|
78 |
| 0.0013 | 8.9973 | 830 | 1.2117 | 0.7974 |
|
79 |
| 0.002 | 9.9729 | 920 | 1.1823 | 0.7991 |
|
80 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
81 |
|
82 |
### Framework versions
|
83 |
|
|
|
78 |
| 0.0013 | 8.9973 | 830 | 1.2117 | 0.7974 |
|
79 |
| 0.002 | 9.9729 | 920 | 1.1823 | 0.7991 |
|
80 |
|
81 |
+
# Classification Report
|
82 |
+
|
83 |
+
| Class | Precision (%) | Recall (%) | F1-Score (%) | Support |
|
84 |
+
|---------------------|---------------|------------|--------------|---------|
|
85 |
+
| Abnormal | 66 | 62 | 64 | 108 |
|
86 |
+
| Erythrodermic | 96 | 76 | 85 | 100 |
|
87 |
+
| Guttate | 95 | 83 | 89 | 114 |
|
88 |
+
| Inverse | 83 | 91 | 87 | 108 |
|
89 |
+
| Nail | 81 | 84 | 83 | 99 |
|
90 |
+
| Normal | 81 | 79 | 80 | 82 |
|
91 |
+
| Not Define | 98 | 95 | 96 | 92 |
|
92 |
+
| Palm Soles | 82 | 88 | 85 | 102 |
|
93 |
+
| Plaque | 70 | 88 | 78 | 84 |
|
94 |
+
| Psoriatic Arthritis | 78 | 74 | 76 | 104 |
|
95 |
+
| Pustular | 71 | 76 | 74 | 112 |
|
96 |
+
| Scalp | 84 | 86 | 85 | 80 |
|
97 |
+
| **Accuracy** | | | **82** | 1185 |
|
98 |
+
| **Macro Avg** | **82** | **82** | **82** | 1185 |
|
99 |
+
| **Weighted Avg** | **82** | **82** | **82** | 1185 |
|
100 |
+
|
101 |
+
---
|
102 |
|
103 |
### Framework versions
|
104 |
|