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Table 9 Results of the address standardisation evaluation

From: Preparation of name and address data for record linkage using hidden Markov models

 

HMM/Method

Test Data Set (1000 records)

HMM1

HMM2

HMM3

AutoStan

Death Certificates

0.957 (0.943 – 0.969)

0.968 (0.955 – 0.978)

0.976 (0.964 – 0.985)

0.915 (0.896 – 0.932)

Inpatient Statistics Collection

0.957 (0.943 – 0.969)

0.959 (0.945 – 0.970)

0.974 (0.962 – 0.983)

0.953 (0.938 – 0.965)

  1. Table cells contain the proportion of correctly standardised address records for each of the two data sources listed. Ninety-five per cent confidence limits for the proportions are given in brackets.