Visualize

The goal of the visualize script is to help the user analyzing the results, by providing interactive plotting of mis/well-classified epochs and visualizing it’s respective raw data in another window by selecting a epochs on the figure.

While launching the script this first figure appears:

By selecting an epoch on the previous figure the next window with the raw data will open.

You can also select another epoch, the raw data window will update.

You may issue sleepless visualize --help for a help message containing more detailed instructions.

To visualize predictions for one specific psg file, use the sub-command visualize:

sleepless visualize -vv <dataset> -p <path/to/predictions> -s <subset> -n <sample> -t <type> -o <path/to/output_folder>

Replace <dataset> by the appropriate configuration files. Replace <path/to/predictions> with a path leading to the model predictions. Replace <path/to/output_folder> with a path where the tables and plot from the analysis will be stored, and choose a subset and a patient number by replacing <subset> and <sample>. replace <type> by one of the following options: misclassified, wellclassified.