Table 4 Diverse Expansion Scenarios: Results of Word Expansion Using Varied Similarity and Probability Settings
| Â | Food word expansion scenarios | ||||||
|---|---|---|---|---|---|---|---|
| Â | A | B | C | D | E | F | G |
Similarity Level | 0.55 | 0.55 | 0.6 | 0.6 | 0.65 | 0.7 | 0.8 |
Probability Level | 0.7 | 0.8 | 0.7 | 0.8 | 0.75 | 0.7 | 0.8 |
Number of expanded words | 32,637 | 32,637 | 19,826 | 19,826 | 11,957 | 5,636 | 378 |
Accuracy | 71% | 75% | 83% | 92% | 94% | 94% | 94% |
Percentage of L-ED food words | 6.08% | 6.08% | 5.98% | 5.98% | 5.02% | 4.67% | 5.82% |
Percentage of H-ED food words | 93.92% | 93.92% | 94.02% | 94.02% | 94.98% | 95.33% | 94.18% |