Fold 0 - Understanding why coefficient -2465195 was selected
Tag: JACKETS & SWEATERS & VESTS & HOODIES
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
Taxonomy Name:
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| -2465195 | 0.000010 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| -2958234 | 0.000024 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | No | |
| -5423429 | 0.000030 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No |
These are the training products that have the "JACKETS & SWEATERS & VESTS & HOODIES" tag (processing sequence 1814). 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 |
|---|---|---|---|---|---|---|---|
| 11283 | Luxury Wool & Fur Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 11316 | Fancy Fur Collar Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 10706 | Neck Hooded Dog Vest | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 10707 | Warm Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 10732 | Coloured Denim Dog Jackets | -2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10745 | Cool Leather Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 11071 | Super Soft Dog Vest | -2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10704 | Fluffy & Warm Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 11337 | Cool Padded Dog Vests | -2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 11273 | Reflective Dog Hooded Windbreaker | -2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 11274 | Warm, Waterproof Dog Jacket | -2465195 | AUTUMN / WINTER | 0 | none | ||
| 10690 | Dino Dog Hoodie Jacket | -2958234 | AUTUMN / WINTER | -493039 | none | ||
| 11205 | Kiss My Butt Dog Hoodies | -2958234 | AUTUMN / WINTER | -493039 | none | ||
| 11336 | Bitches Love Me Dog Hoodie | -2958234 | AUTUMN / WINTER | -493039 | none | ||
| 11423 | The Lazy Dog Casual Hoodie | -2958234 | AUTUMN / WINTER | -493039 | none | ||
| 11258 | Waterproof Dog Vest & Harness | -5423429 | AUTUMN / WINTER | -2958234 | SPRING / SUMMER |