Fold 0 - Understanding why coefficient 3470156 was selected
Tag: NEW RELEASE
Selected Coefficient: 3470156
Taxonomy Path: 2.2.3.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys
Products with this tag: 10
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3470156 | 2.000160 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | Yes |
| 4050569 | 2.001122 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
| 6241 | 9.000000 | 0.0.1 | 1.0.0 (6241) | No | |
| 4019284 | 9.000000 | 1.1.12.8 | 8.12.1.1 (8*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Leggings | No |
These are the training products that have the "NEW RELEASE" tag (processing sequence 2163). 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 |
|---|---|---|---|---|---|---|---|
| 13937 | Love Bug - Nylon Dog Collar & Leash Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 580413 | none | |
| 6995 | Omni Stretch Pants | 4019284 | Apparel & Accessories > Clothing > Pants > Leggings | none | 549128 | none | |
| 13947 | Piggy Wiggy - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13948 | Ice Cream - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13949 | Strawberry - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13955 | Pizza - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13956 | Avocado - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13957 | Hot Dog - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13946 | Webby The Monster - Small Dog Toy - Organic Cotton | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 13936 | Wagified Bestie Pouch | 6241 | POUCHES | -3463915 | none |