Fold 1 - Understanding why coefficient -2958234 was selected
Tag: ROMPERS & OVERALLS
Selected Coefficient: -2958234
Taxonomy Path: -0.0.0.6
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| -2958234 | 1.000012 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | Yes | |
| -493039 | 1.000014 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 0 | 1.000014 | 0 | 0 (0) | No | |
| 6447113 | 10.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
These are the training products that have the "ROMPERS & OVERALLS" tag (processing sequence 2480). 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 |
|---|---|---|---|---|---|---|---|
| 10779 | Rabbit Pattern Dog Overalls | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 9405347 | SPRING / SUMMER | |
| 10728 | Itty Bitty Dog Jammies | 0 | AUTUMN / WINTER, PAJAMAS | 2958234 | SPRING / SUMMER | ||
| 11285 | Patterned Dog PJ's | 0 | AUTUMN / WINTER, PAJAMAS | 2958234 | SPRING / SUMMER | ||
| 11276 | Cartoon Pyjama Dog Rompers | 0 | AUTUMN / WINTER, PAJAMAS | 2958234 | none | ||
| 11317 | Jeans and Top Romper Outfit | -493039 | AUTUMN / WINTER | 2465195 | none | ||
| 11286 | 12 Different Varieties of Dog Rompers | -493039 | AUTUMN / WINTER | 2465195 | SPRING / SUMMER | ||
| 11203 | Big Dog Striped PJ's | -493039 | AUTUMN / WINTER | 2465195 | SPRING / SUMMER | ||
| 11202 | Stockriders Dog Romper | -2958234 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10667 | Hooded All Size Dog Romper | -2958234 | AUTUMN / WINTER | 0 | none | ||
| 10692 | Fashionable Dog Hoodie Romper | -2958234 | AUTUMN / WINTER | 0 | none | ||
| 10637 | Fluffy Hooded Dog Romper | -2958234 | AUTUMN / WINTER | 0 | none |