Assume a record linkage system has compared two records, resulting in the following similarity vector:
[0.75, 0.4, 0.9, 0.3, 1.0, 0.1, 1.0, 0.5]
The following weight vector is used for a weighted sum threshold based classification approach:
w = [2, 1, 3, 1, 1, 1, 2, 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 match.