Fold 3 - Understanding why coefficient 2465195 was selected
Tag: BOOTS
Selected Coefficient: 2465195
Taxonomy Path: 0.0.0.5
Taxonomy Name:
Products with this tag: 17
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 | 1.037975 | 0.0.0.5 | 5.0.0.0 (5*79^3) | Yes | |
| -4006169 | 1.164557 | -0.72.9.8 | -8.9.72.0 (-(8*79^3 + 9*79^2 + 72*79)) | No | |
| 19356 | 16.000000 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "BOOTS" tag (processing sequence 849). 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 |
|---|---|---|---|---|---|---|---|
| 11353 | Reflective Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 11367 | LaVoyager Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 11354 | Soft Air Mesh Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 10729 | Stylish Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 10731 | Funky Anti-Slip Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10747 | Cute Wee Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10748 | Non-Slip Durable Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 10755 | Double Strap Durable Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 10756 | Pretty Plaid Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 10767 | Buck Skin Dog Boots | 2465195 | AUTUMN / WINTER | 0 | none | ||
| 10795 | Suede & Fleece Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SALE, SPRING / SUMMER | ||
| 10810 | Outdoor Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 11200 | Gold Heart Dog Boots | 2465195 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 14343 | Danner Light - Khaki | 19356 | Apparel & Accessories > Shoes > Boots | none | -2445839 | none | |
| 9668 | Wilder White Short Star Bootie | -4006169 | 2023LAUNCH | -6471364 | GIRLZ OF COUNTRY, SHOES | ||
| 9667 | Wilder Tall Fringe White Boots | -4006169 | 2023LAUNCH | -6471364 | GIRLZ OF COUNTRY, SHOES | ||
| 9648 | Wilder White Boot | -4006169 | 2023LAUNCH | -6471364 | GIRLZ OF COUNTRY, SHOES |