Table 21. Web-KB – significance test of BLAB-SM against all measures.
| Measure | MAE | MSE | Std error | Confidence interval |
|---|---|---|---|---|
| Manhattan | 0.602047015 | 0.362962271 | 0.002891546 | [0.39216701–0.40373895] |
| Euclidean | 0.239183835 | 0.058129364 | 0.003916753 | [0.75297875–0.76865356] |
| Cosine | 0.238087691 | 0.057424802 | 0.003509637 | [0.75488953–0.76893507] |
| Jaccard | 0.776096143 | 0.602833150 | 0.002909542 | [0.21808187–0.22972583] |
| KLD | 0.777548864 | 0.605136971 | 0.003040655 | [0.21636679–0.22853547] |
| SMTP | 0.195668251 | 0.038413104 | 0.001455103 | [0.80142009–0.80724340] |
| Ex-Jaccard | 0.240649762 | 0.058737734 | 0.003709056 | [0.75192843–0.76677204] |
| BLAB-SM | 0.186283068 | 0.034801849 | 0.001294012 | [0.81112761–0.81630624] |
Note:
The smaller the values of MAE, MSE and Std error, the better the similarity measure is. Bolded numerical values in the BLAB-SM, SMTP and Ex-Jaccard rows are the best measure whose values of MAE, MSE and Std error are the smallest.