Fold 0 - Understanding why coefficient -1972156 was selected
Tag: VELVET
Selected Coefficient: -1972156
Taxonomy Path: -0.0.0.4
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? |
|---|---|---|---|---|---|
| -1972156 | 1.000002 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 5498401 | 2.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "VELVET" tag (processing sequence 3022). 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 |
|---|---|---|---|---|---|---|---|
| 6151 | Lola Woven Linen Pant | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 7470557 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 0 | LINEN | 1972156 | none | ||
| 6152 | Odelia Cotton Slub Crew Neck- Bubble | -1972156 | PINK | 0 | none |