This paper reports a novel soft-field reconstruction method based on a
n experimental evaluation of the system, in our case an electrical cap
acitance tomograph. A least-squares estimate solution of the inverse p
roblem is calculated using chemometrics, specifically by multiple line
ar regression. Example tomograms displaying three-phase discrimination
are presented.