Fold 2 - Understanding why coefficient 40982 was selected
Tag: SMALL GIFTS
Selected Coefficient: 40982
Taxonomy Path: 15.9.8
Taxonomy Name: Luggage & Bags > Luggage Accessories > Travel Pouches
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 40982 | 0.000000 | 15.9.8 | 8.9.15 (8*71^2 + 9*71 + 15) | Luggage & Bags > Luggage Accessories > Travel Pouches | Yes |
These are the training products that have the "SMALL GIFTS" tag (processing sequence 2108). 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 |
|---|---|---|---|---|---|---|---|
| 10101 | Fabric Sunglasses Quilted Pouch - Silvery Whites | 40982 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 0 | none | |
| 10103 | Fabric Sunglasses Quilted Pouch - Chevrons & WindMills | 40982 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 0 | none | |
| 10104 | Fabric Sunglasses Quilted Pouch - Moonlight Gold Orbits | 40982 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 0 | none | |
| 10111 | Fabric Sunglasses Quilted Pouch - Midnight Copper Orbits | 40982 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 0 | none | |
| 10112 | Fabric Sunglasses Quilted Pouch - Moonlight Copper Orbits | 40982 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 0 | none |