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

Table 8

Training, validation, and testing divisions for all the channels and number of features for Type I.

Channel	Training samples	Testing samples	Validation set	No. of features
ECG channel	616,413	176,118	88,059	4
EMG channel	616,413	176,118	88,059	3
Respiration channel	616,413	176,118	88,059	3
BVP channel	616,413	176,118	88,059	3
Accelerometer channel	616,413	176,118	88,059	15