Fold 2 - Understanding why coefficient -1431644 was selected
Tag: VELVET
Selected Coefficient: -1431644
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? |
|---|---|---|---|---|---|
| -1431644 | 1.000003 | -0.0.0.4 | -4.0.0.0 (-(4*71^3)) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| 3997585 | 2.000000 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "VELVET" tag (processing sequence 2334). 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 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 5429229 | none | |
| 6142 | Cassie Heavy Linen Blazer - Flamingo | 0 | BLAZER | 1431644 | none | ||
| 6152 | Odelia Cotton Slub Crew Neck- Bubble | -1431644 | PINK | 0 | none |