Fold 4 - Understanding why coefficient 45441 was selected
Tag: DENIM
Selected Coefficient: 45441
Taxonomy Path: 1.1.9
Taxonomy Name: Apparel & Accessories > Clothing > One-Pieces
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 45441 | 1.000000 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | Yes |
| 4340301 | 2.000000 | 0.0.9.12 | 12.9.0.0 (12*71^3 + 9*71^2) | No |
These are the training products that have the "DENIM" tag (processing sequence 646). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 4340301 | BEST DRESS, DATE NIGHT | 4294860 | EASY | ||
| 923 | Fit For Success Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | KARDASHIAN | |
| 1086 | Ziggy Shortall | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | RETRO |