Electron's effective mass is smaller than holes therefore mobility of electrons is higher than holes and for equal electric field drift velocity of the electron will be greater compared to holes.
I=neAvdI=neAμE
∵μe>μholeso,(vd)e>(vd)hole∴Ie>Ihole