Fold 4 - Understanding why coefficient 4474957 was selected
Tag: JACKETS & SWEATERS & VESTS & HOODIES
Selected Coefficient: 4474957
Taxonomy Path: 2.2.6.9
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 4474957 | 0.000004 | 2.2.6.9 | 9.6.2.2 (9*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | Yes |
| 5461035 | 0.000026 | 2.2.6.11 | 11.6.2.2 (11*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | No |
These are the training products that have the "JACKETS & SWEATERS & VESTS & HOODIES" tag (processing sequence 2039). 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 |
|---|---|---|---|---|---|---|---|
| 11275 | Sports Dog Vest with Harness | 5461035 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | none | 986078 | none | |
| 10633 | Reflective Waterproof Dog Vest | 5461035 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | none | 986078 | none | |
| 10705 | Puffy Hooded Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 10706 | Neck Hooded Dog Vest | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 10707 | Warm Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 10745 | Cool Leather Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 10777 | Waterproof & Windproof Dog Vests | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11071 | Super Soft Dog Vest | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11185 | Biker Dog Jacket - 10 Sizes! | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11274 | Warm, Waterproof Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11282 | Luxury Ethin Dog Jackets | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11283 | Luxury Wool & Fur Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11316 | Fancy Fur Collar Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 11337 | Cool Padded Dog Vests | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none | |
| 10704 | Fluffy & Warm Dog Jacket | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | none | 0 | none |