Update README.md

README.md

@@ -100,3 +100,52 @@ requirements:
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+**Evaluation Results**
+
+*Classification Report*
+
+          precision  recall  f1-score  support
+
+High           0.31   0.43   0.36   1609
+Low            0.40   0.32   0.36   2599
+Moderate       0.20   0.16   0.17   1772
+Non-burnable   0.82   0.89   0.85   5091
+Very_High      0.36   0.54   0.43   1438
+Very_Low       0.80   0.69   0.74   8448
+Water          0.67   0.93   0.78    584
+
+accuracy                     0.63   21541
+macro avg      0.51   0.57   0.53   21541
+weighted avg   0.64   0.63   0.63   21541
+
+*Confusion Matrix*
+[[ 686   74  221   54  451  107   16]
+ [ 317  842  302   76  296  733   33]
+ [ 578  202  276   58  402  237   19]
+ [  20   75   50 4536   37  309   64]
+ [ 358   45  213    5  783   30    4]
+ [ 282  877  329  786  213 5829  132]
+ [   7    7    1    8    2   15  544]]
+
+**Notes**
+
+-Overall accuracy: 0.63 or 63%
+
+**Best performing classes:**
+
+-Non-burnable (F1: 0.85)
+
+-Very_Low (F1: 0.74)
+
+-Water (F1: 0.78)
+
+**Weaker performance on:**
+
+-Moderate
+
+-High
+
+-Low
+
+**DISCLOSURES**
+-Model was developed with assistance from Github Copilot Only for the augmentation techniques. (MIXUP, CUTMIX)