# Red Analyze Tool – Confusion Matrix

The Confusion Matrix for the Red Analyze tool in Supervised mode is a graphical representation of the Score, Recall, Precision and F-Score for the tool.

- Score: The overall confidence that a defect is present in each image. For example, a Score of 0.9 indicates high match for a defect. ​
- Recall: How well does the neural network match the area of the labeled defect region?​
- Precision: How well does the neural network refrain from being confused by other areas in the image?​
- F-Score: The weighted average between Precision and Recall​.

Note: When the tool is in Supervised mode, it contains an additional Region Area Metric, to denote data about the defect region.

Good Performance | Poor Performance