Table 4.

“One-subject-out” prediction accuracies of reference studies using the SEED dataset.

Work	Accuracy (Pos-Neg)	Accuracy (Pos-Nue-Neg)
ST-SBSSVM [48]	89.0	-
RGNN [55]	-	85.3
Proposed	86.5	78.3
CNN-DDC [50]	-	82.1
ASFM [62]	-	80.4
SAAE [47]	-	77.8
TCA [46]	-	71.6
GFK [78]		67.5
KPCA [79]		62.4
MIDA [80]		72.4