# Markings in Red Analyze

In the Red Analyze Tool, the Marking consists of an anomaly score, and a heat map (aka deviation map) and polygon regions that outline defects and/or anomalies.

## Markings and Results in Supervised and High Detail Mode

Image results are displayed via the following mechanism:

Image with defects | Middle score image | Defect-free image
--- | --- | ---
Images with a high score and a red border indicate that there is a defect(s). The defect will be indicated with a red area outline. | Images that return a middle score will have a grey border, and may require further adjustment of the tool's parameters. | Images with a low score and green border indicate that there are no defects detected.

One method for compensating for middle score images is to adjust the tool's Score () thresholds to allow for either higher or lower scores to properly classify the images. However, this method only works if there is a gap between the good and bad images classification. If there is no gap, the tool would be classifying more images as false results.

Note: See the topic for additional information.

## Markings and Results in Unsupervised Mode

While in Unsupervised Mode, a border around the image indicates the classification of the image, as follows:

- Green = Good
- Red = Bad
- Grey = Unable to discern

When a grey border is present, the score will be in between the Good and Badscore thresholds. In addition, the score each image receives will be displayed in the bottom left-corner of the image.

When an image contains a possible error, a heat map of the error will be drawn on the image, as shown in the bottom right image.

Note: The small band in the top-right corner is the label that you assigned to the View.
Note: See the topic for additional information.

## Overlay Checkbox

The 2 tables above are shown back and forth or side by side, with the overlay graphics of labels and markings, whenever you press Alt + Left/Right () or enable each checkbox (Labels and Markings) on Overlay Checkbox.

## Region List

The region list is the table displayed on the bottom of Image Display Area that shows the information of each defect region. It consists of 2 tables, each holds the information for the labeled defect region (the defect region you labeled for training) and the marked defect region (the predicted defect region as the result of processing). Each row in a table represents the information of each defect region.

For each table, you can click a row to highlight its information both in the table and Image Display Area.

Column | Description
--- | ---
Score | The highest defect probability among the defect probabilities of each pixel in the defect region, as the result of processing. For the Labels table, this represents the highest defect probability for a region that was labeled as a defect region. For the Markings table, this represents the highest defect probability for a region that was predicted as a defect region.
Position | The x, y coordinate of the center of the defect region.
Area | The number of pixels in the defect region.
Coverage | The overlapping ratio between the labeled defect region and the predicted (marked) defect region.