Fold 3 - Understanding why coefficient -19198 was selected
Tag: RAW
Selected Coefficient: -19198
Taxonomy Path: -1.6.3
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? |
|---|---|---|---|---|---|
| -19198 | 1.000000 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | Yes | |
| 85870336 | 1.000000 | 22.5.13.16.2 | 2.16.13.5.22 (2*79^4 + 16*79^3 + 13*79^2 + 5*79 + 22) | No |
These are the training products that have the "RAW" tag (processing sequence 3245). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 85870336 | KETOGENIC, ALL AGES, DELICIOUS, FOOD, GUT HEALTH | 85889534 | OMEGA | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | -19198 | EMERALD, BUNDLES, GREEN CRYSTAL | 0 | none |