Question: The confusion matrix shown below is obtained for a classification problem with 4-classes. Compute the following evaluation measures: Overall Accuracy Sensitivity for each class label
The confusion matrix shown below is obtained for a classification problem with 4-classes. Compute the following evaluation measures:
- Overall Accuracy
- Sensitivity for each class label (i.e., sensitivity for A, B, C and D)
- Precision for each class label
- Recall for each class label
- F-1 score for each class label
Note:Show all calculations.
| Actual Output | |||||
|
| A | B | C | D | |
| Predicted Output | A | 296 | 1 | 0 | 2 |
| B | 1 | 97 | 0 | 0 | |
| C | 0 | 0 | 15 | 0 | |
| D | 0 | 0 | 0 | 20 | |
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