Table 3 Time complexity analysis of the introduced friendpat XFE model.

From: An explainable EEG epilepsy detection model using friend pattern

Method

Computation complexity

FriendPat

\(O\left( {c{n^2}L} \right)\)

CWINCA

\(O\left( {C+N+IK+G} \right)\)

tkNN

\(O\left( {PK+V+G} \right)\)

DLob

\(O\left( {sn} \right)\)

Total

\(O\left( {c{n^2}L+C+N+IK+PK+V+G+sn} \right)\)