Table 6.
The performance of multi-class relational classifier across three different SemRep datasets
| Top 5 relations | Top 10 relations | All relations | |
|---|---|---|---|
| F-measure | |||
| (with Types) | 94% | 89.1% | 82.7% |
| F-measure | |||
| (only Types) | 93.5% | 79.2% | 65.5% |
| Size | 860 (63%) | 1,144 (84%) | 1,357 (100%) |
The size of each dataset is specified by the absolute number of instances and by the percentage of instances covered by the respective set of relations. The table reports F-Measure for two settings: including semantic types in the feature space, and excluding them.