Fold 1 - Understanding why coefficient 38094 was selected
Tag: OMEGA
Selected Coefficient: 38094
Taxonomy Path: 16.8.6
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 38094 | 1.000000 | 16.8.6 | 6.8.16 (6*79^2 + 8*79 + 16) | Yes | |
| 793250664 | 1.000000 | 51.10.71.28.20 | 20.28.71.10.51 (20*79^4 + 28*79^3 + 71*79^2 + 10*79 + 51) | No |
These are the training products that have the "OMEGA" tag (processing sequence 3252). 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 | 793250664 | ANTI-INFLAMMATORY, DELICIOUS, VITALITY, WELL-BEING | 793212570 | none | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 38094 | ALL AGES, APPETITE, DELICIOUS, FOOD, VITALITY, RAW | 0 | none |