Fold 1 - Understanding why coefficient -1004968 was selected
Tag: DELICIOUS
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1004968 | 2.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| 116869062 | 2.000000 | 17.1.3.0.3 | 3.0.3.1.17 (3*79^4 + 3*79^2 + 79 + 17) | No | |
| 735701729 | 2.000000 | 9.2.14.70.18 | 18.70.14.2.9 (18*79^4 + 70*79^3 + 14*79^2 + 2*79 + 9) | No |
These are the training products that have the "DELICIOUS" tag (processing sequence 1184). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 735701729 | ANTI-INFLAMMATORY | 736706697 | VITALITY, WELL-BEING, OMEGA | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 116869062 | ALL AGES, APPETITE | 117874030 | FOOD, VITALITY, RAW, OMEGA | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | -1004968 | ALKALINE, APPETITE, DAIRY FREE | 0 | DIGESTION, MEN'S HEALTH, WELL-BEING |