Research Article

Online Sequential Projection Vector Machine with Adaptive Data Mean Update

Table 11

The number of hidden nodes (16-by-16).

DatasetSVD + OSELMOSPVM OSELM
#Target dimensions #Hidden nodes

Face 62 60 62 72
Secom 54 60 54 72
Arcene 110 110 106 300
Dexter 176 170 176 400
Multi.fea. 55 180 55 160
News20 780 1200 1100 1200
Sector 90 150 150 250