7. Test detector on example prh - ashleyblawas/respdetect GitHub Wiki

In this step you will import your breath detections for the provided test dataset and the provided validation breath detections.

Step 7a: Compare your detected breaths to the validated detection file for gm08_143b

First, you will load in the validation detections. The breath indices and timestamps will be extracted from this file.

Second, your detected breaths will be loaded into the workspace. The breath indices and timestamps will be extracted from this file.

Finally, a suite of summary statistics will be calculated to provide the user with feedback as to how closely their detections match the validation set. These include the number of breaths, mean breathing rate, and mean inter-breath interval in the validation (i.e., reference) dataset and the user's dataset (i.e., test). It also includes evaluation metrics of precision, recall, and a matrix of all matched breath times across the two datasets.

Step 7b: Compare your detected breaths to the validated detection file for mn17_310a

Same as above but you will be loading a different validation file!