A Multichannel Convolutional Neural Network Architecture for the Detection of the State of Mind Using Physiological Signals from Wearable Devices

Table 9

Number of samples for each fold of training.

The subject in the test set	Training set	Validation set	Testing set
Subject 1	656,872	164,218	59,500
Subject 2	654,184	163,546	62,860
Subject 3	654,264	163,566	62,760
Subject 4	655,896	163,974	60,720
Subject 5	649,320	162,330	68,940
Subject 6	663,744	165,936	50,910
Subject 7	661,960	165,490	53,140
Subject 8	664,144	166,036	50,410
Subject 9	661,728	165,432	53,430
Subject 10	663,824	165,956	50,810
Subject 11	650,536	162,634	67,420
Subject 12	658,360	164,590	57,640
Subject 13	654,512	163,628	62,450
Subject 14	653,984	163,496	63,110
Subject 15	659,280	164,820	56,490