Fold 1 - Understanding why coefficient 111045 was selected
Tag: CHRISTMAS GIFT
Selected Coefficient: 111045
Taxonomy Path: 1.2.22
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Neck Gaiters
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? |
|---|---|---|---|---|---|
| 111045 | 1.000198 | 1.2.22 | 22.2.1 (22*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | Yes |
| 131209 | 1.000198 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHRISTMAS GIFT" tag (processing sequence 876). 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 |
|---|---|---|---|---|---|---|---|
| 199 | Ruffle Scarf - Navy | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 20164 | MACHINE WASHABLE SCARF, SCARVESANDSNOODS, WOMEN'S GIFT, WOMEN'S PRESENT | |
| 167 | . | 111045 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 0 | none | |
| 2747 | Peter Rabbit Push Along Toy | 0 | 12 MONTHS | -111045 | ORANGE TREE |