Fold 1 - Understanding why coefficient 3997585 was selected
Tag: VELVET
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 3997585 | 1.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 2928893 | 1.000397 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "VELVET" tag (processing sequence 1358). 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 |
|---|---|---|---|---|---|---|---|
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6152 | Odelia Cotton Slub Crew Neck- Bubble | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1068692 | none | |
| 6142 | Cassie Heavy Linen Blazer - Flamingo | 0 | BLAZER | -3997585 | none |