Fold 4 - Understanding why coefficient 3981918 was selected
Tag: ROMPERS & OVERALLS
Selected Coefficient: 3981918
Taxonomy Path: 2.2.6.8
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies
Products with this tag: 13
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 3981918 | 8.000004 | 2.2.6.8 | 8.6.2.2 (8*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | Yes |
| 0 | 8.000006 | 0 | 0 (0) | No | |
| 2465195 | 8.000006 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 6447113 | 8.000006 | 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 |
| -2465195 | 8.000008 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| -3981918 | 10.000002 | -2.2.6.8 | -8.6.2.2 (-(8*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| -6447113 | 10.000004 | -2.2.6.13 | -13.6.2.2 (-(13*79^3 + 6*79^2 + 2*79 + 2)) | No |
These are the training products that have the "ROMPERS & OVERALLS" tag (processing sequence 2927). 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 |
|---|---|---|---|---|---|---|---|
| 10631 | Retro Denim Dog Romper | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 2465195 | none | |
| 11065 | Hoopet Colourful Romper | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 2465195 | none | |
| 10667 | Hooded All Size Dog Romper | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 11263 | Cordurouy Hooded Dog Jumpsuit | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 10692 | Fashionable Dog Hoodie Romper | 3981918 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hoodies | none | 0 | none | |
| 11286 | 12 Different Varieties of Dog Rompers | 2465195 | PLAYSUIT | -1516723 | none | ||
| 11317 | Jeans and Top Romper Outfit | 2465195 | PLAYSUIT | -1516723 | none | ||
| 10637 | Fluffy Hooded Dog Romper | 0 | PLAYSUIT | -3981918 | none | ||
| 11202 | Stockriders Dog Romper | 0 | PLAYSUIT | -3981918 | none | ||
| 10666 | Pastel Puffy Dog Rompers | -2465195 | PLAYSUIT | -6447113 | none | ||
| 11276 | Cartoon Pyjama Dog Rompers | -3981918 | PAJAMAS, PLAYSUIT | -7963836 | none | ||
| 10728 | Itty Bitty Dog Jammies | -3981918 | PAJAMAS, PLAYSUIT | -7963836 | none | ||
| 11204 | Big Dog Pattern PJ's | -6447113 | PYJAMA, PAJAMAS | -10429031 | none |