Research Article

Online Sequential Projection Vector Machine with Adaptive Data Mean Update

Table 7

The number of hidden nodes (one-by-one).

DatasetSVD + OSELMOSPVMOSELM
#Target dimensions #Hidden nodes

Face 43 60 43 72
Secom 16 60 16 72
Arcene 39 110 39 160
Dexter 86 170 86 200
Multi.fea.38 180 38 160
News20 780 1200 1100 1200
Sector 90 150 150 250