Table 5 Comparison of confidence scores for different tasks and rules
From: Reliable knowledge graph fact prediction via reinforcement learning
Task | Rule | Confidence | |
|---|---|---|---|
DeepPath | EvoPath | ||
Athlete_plays_in_league (NELL-995) | Athlete_plays_for_team \(\rightarrow\)Team_plays_in_league | 0.28 | 0.46 |
Athlete_plays_sport \(\rightarrow\)Team_plays_sport_inverse \(\rightarrow\)Team_plays_in_league | 0.26 | 0.43 | |
Athlete_plays_sport (NELL-995) | Athlete_plays_for_team \(\rightarrow\)Team_plays_sport | 0.40 | 0.58 |
Athlete_plays_in_league \(\rightarrow\)Team_plays_in_league_inverse \(\rightarrow\)Team_plays_sport | 0.11 | 0.14 | |
Athlete_plays_in_league \(\rightarrow\)League_stadiums \(\rightarrow\)Sport_uses_stadium_inverse | - | 0.07 | |
Athlete_fly_out_to_sports_team_position \(\rightarrow\)Sport_has_sports_team_position_inverse \(\rightarrow\)Sport_fans_in_country \(\rightarrow\)Sport_fans_in_country_inverse | 0.08 | - | |
filmWrittenBy (FB15K-237) | /award/award_nominee/award_nominations./award/award_nomination/nominated_for_inverse | 0.33 | 0.47 |
/film/actor/film./film/performance/film_inverse | 0.33 | 0.20 | |
/film/director/film_inverse | 0.17 | 0.09 | |
/film/film/cinematography_inverse | 0.17 | 0.05 | |