# Result Statistics of Red Analyze

The search results of a Red Analyze tool include the following metrics calculated from the confusion matrix:

- Precision (Confusion Matrix)

- Recall (Confusion Matrix)

- F-Score (Confusion Matrix)

For Standard and Legacy type Red Analyze tools, the search results include the following metrics calculated on the pixel level:

- Precision (Region Area Metric)

- Recall (Region Area Metric)

- F-Score (Region Area Metric)

The search results also include the following metrics:

- AUC

- Speed [ms]

- IOU The Intersection over Union (IOU) shows how much the predictions of the tool match your labeling. A higher IOU percentage indicates a better match. (manual mode Manual mode is a grid-search mode in the Cognex Deep Learning Parameter Search utility, which runs tests on every selected parameter and their value ranges. only)