Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,25 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
---
|
| 4 |
+
```py
|
| 5 |
+
Accuracy: 0.9891
|
| 6 |
+
F1 Score: 0.9893
|
| 7 |
+
|
| 8 |
+
Classification Report:
|
| 9 |
+
precision recall f1-score support
|
| 10 |
+
|
| 11 |
+
basophil 0.9822 0.9959 0.9890 1218
|
| 12 |
+
eosinophil 0.9994 0.9984 0.9989 3117
|
| 13 |
+
erythroblast 0.9835 0.9974 0.9904 1551
|
| 14 |
+
ig 0.9787 0.9693 0.9740 2895
|
| 15 |
+
lymphocyte 0.9893 0.9942 0.9918 1214
|
| 16 |
+
monocyte 0.9852 0.9852 0.9852 1420
|
| 17 |
+
neutrophil 0.9876 0.9838 0.9857 3329
|
| 18 |
+
platelet 1.0000 0.9996 0.9998 2348
|
| 19 |
+
|
| 20 |
+
accuracy 0.9891 17092
|
| 21 |
+
macro avg 0.9882 0.9905 0.9893 17092
|
| 22 |
+
weighted avg 0.9891 0.9891 0.9891 17092
|
| 23 |
+
```
|
| 24 |
+
|
| 25 |
+
|