Table 11 Results of name standardisation evaluation
From: Preparation of name and address data for record linkage using hidden Markov models
| Â | Folds | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Mean |
HMM | 0.966 | 0.921 | 0.852 | 0.970 | 0.966 | 0.938 | 0.831 | 0.920 | 0.954 | 0.884 | 0.920 |
Rules | 0.997 | 0.983 | 0.991 | 0.983 | 0.975 | 0.976 | 0.985 | 0.981 | 0.976 | 0.971 | 0.982 |