Assume a record linkage system has compared two records, resulting in the following similarity vector:[0.81, 0.32, 0.95, 0.2, 1.0, 0.15, 1.0, 0.37]
The following weight vector is used for a weighted sum threshold based classification approach:
w = [3, 1, 3, 2, 1, 1, 1, 2]
Given a weighted threshold based similarity classifier that is applied on the summed weighted similarities and that has two thresholds:
t_u (upper) = 11
t_l (lower) = 8
Is the following statement true or false:
Based on the two given similarity thresholds, the record pair that corresponds to the above similarity vector will be classified as a potential match.