Fold 2 - Understanding why coefficient 137461 was selected
Tag: CHRISTMAS GIFT
Selected Coefficient: 137461
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? |
|---|---|---|---|---|---|
| 137461 | 1.000160 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | Yes |
| 162425 | 1.000160 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 118842005 | 2.000000 | 14.11.3.4.3 | 3.4.3.11.14 (3*79^4 + 4*79^3 + 3*79^2 + 11*79 + 14) | No |
These are the training products that have the "CHRISTMAS GIFT" tag (processing sequence 980). 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 |
|---|---|---|---|---|---|---|---|
| 2747 | Peter Rabbit Push Along Toy | 118842005 | 12 MONTHS | 118704544 | none | ||
| 199 | Ruffle Scarf - Navy | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 24964 | MACHINE WASHABLE SCARF | |
| 167 | . | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 0 | CHRISTMAS PRESSIE |