Brief Description (Alt Text):
Covert Visuospatial Attention direction classification flowchartEssential Description (Caption):
Flowchart depicting the steps for Covert Visuospatial direction classification and the generation of accuracy graphs. The flowchart breaks down Session 1 preprocessed data from the moving-time window into left and right brain, which is then labeled and classified. The final segment of the flowchart shows the end result of the Session 1 preprocessed data in the form of a percentage based accuracy graph. This flowchart serves as an example of the process for generating accuracy graphs for each window in order to determine areas where classification was consistently more accurate than 70%.
Detailed Description (Description):
On a white background. Image of a light green arrow outlined in dark green representing “Session 1 Preprocessed Data” in black font. The arrow is pointing to the right to a black rectangle labeled “Labeling” in a white font. From here diverges two arrows rotated 45 degrees up and down. The arrow pointing up is in blue pointing to three boxes outlined in blue with images of lines. The arrow pointing down is red with three boxes outlined in red with images of lines. The right of the 6 boxes is a large purple arrow titled “Labeled Data” in white. To the right of this is a black rectangle titled “Classifier” in white font. Two purple arrows are rotated 45 degrees, one up and one down. The one up is slightly shorter but larger than the second and is pointing to a black rectangle titled “Random 80% for training” in white font. The arrow pointing down is pointing to an orange rectangle with the title “Remaining 20% for testing”. A large red arrow is to the right of these, pointing in the right direction with the title “Classification Accuracy Charts” in a white font. At the right of the tip of the arrow is an image of a chart.