An Automatic Epilepsy Detection Method Based on Improved Inductive Transfer Learning

Table 1

Symbol description.

Symbol	Description
	Training matrix of the target domain, and
	Total number of training samples of the target domain
	Dimension of sample
	The number of classes
	The binary label matrix corresponding to the training samples in the target domain. The th column of indicates that only the data belonging to the th class corresponds to an element equal to 1, and all other elements are 0
	Indicator matrix constructed based on
	Label offset matrix of the target domain
	Mapping matrix of target domain
	Mapping matrix of source domain
	Vector representing all 1,
	Hadamard product operator for matrix
	The mapping offset vector of target domain
	The regularization parameter