Fold 1 - Understanding why coefficient -31675 was selected
Tag: RAW
Selected Coefficient: -31675
Taxonomy Path: -75.5.5
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? |
|---|---|---|---|---|---|
| -31675 | 1.000000 | -75.5.5 | -5.5.75 (-(5*79^2 + 5*79 + 75)) | Yes | |
| 6419 | 1.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "RAW" tag (processing sequence 3243). 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! | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | ALL AGES, APPETITE, DELICIOUS, FOOD, VITALITY | 38094 | OMEGA | |
| 9015 | Raw Emerald Crystals - Bundle Bags | -31675 | EMERALD, 55TH ANNIVERSARY, GREEN CRYSTAL | 0 | none |