Fold 3 - Understanding why coefficient 4474957 was selected
Tag: BIG DOG
Selected Coefficient: 4474957
Taxonomy Path: 2.2.6.9
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets
Products with this tag: 32
Unique residual values tried: 8
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 | 15.000168 | 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 |
| 2502801 | 15.000191 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | No |
| 6940152 | 15.000191 | 2.2.6.14 | 14.6.2.2 (14*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | No |
| 4967996 | 15.000191 | 2.2.6.10 | 10.6.2.2 (10*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Rain Coats | No |
| 6447113 | 15.000191 | 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 |
| 4050569 | 15.002564 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
| 0 | 18.000000 | 0 | 0 (0) | No | |
| -1591792 | 31.000000 | -21.4.18.3 | -3.18.4.21 (-(3*79^3 + 18*79^2 + 4*79 + 21)) | No |
These are the training products that have the "BIG DOG" tag (processing sequence 3321). 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 |
|---|---|---|---|---|---|---|---|
| 11065 | Hoopet Colourful Romper | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | AUTUMN / WINTER, ROMPERS & OVERALLS, SPRING / SUMMER | 2465195 | none | |
| 11057 | Pin Stripe Formal Dog Tuxedo | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | AUTUMN / WINTER, FORMAL WEAR, SPRING / SUMMER | 1972156 | none | |
| 11204 | Big Dog Pattern PJ's | 4967996 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Rain Coats | AUTUMN / WINTER, PAJAMAS, ROMPERS & OVERALLS, SPRING / SUMMER | 493039 | none | |
| 10755 | Double Strap Durable Dog Boots | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, BOOTS, SPRING / SUMMER | 0 | none | |
| 11354 | Soft Air Mesh Boots | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, BOOTS, SPRING / SUMMER | 0 | none | |
| 10729 | Stylish Dog Boots | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, BOOTS, SPRING / SUMMER | 0 | none | |
| 10748 | Non-Slip Durable Boots | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, BOOTS, SPRING / SUMMER | 0 | none | |
| 10777 | Waterproof & Windproof Dog Vests | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, SPRING / SUMMER | 0 | none | |
| 10810 | Outdoor Dog Boots | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, BOOTS, SPRING / SUMMER | 0 | none | |
| 10988 | Blue Jeans Collar, Bow Tie & Lead Set | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, COLLARS & HARNESSES & LEADS, SPRING / SUMMER | 0 | none | |
| 11010 | Bright Plaid Collar, Bow Tie & Lead Set | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, COLLARS & HARNESSES & LEADS, SPRING / SUMMER | 0 | none | |
| 11046 | Blue Jay Collar, Bow Tie & Lead Set | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, COLLARS & HARNESSES & LEADS, SPRING / SUMMER | 0 | none | |
| 11071 | Super Soft Dog Vest | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, SPRING / SUMMER | 0 | none | |
| 11185 | Biker Dog Jacket - 10 Sizes! | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, SPRING / SUMMER | 0 | none | |
| 11273 | Reflective Dog Hooded Windbreaker | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | AUTUMN / WINTER, SPRING / SUMMER | 0 | none | |
| 10769 | Amazing Sharp Spiked Studded Leather Dog Collars | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | AUTUMN / WINTER, SPRING / SUMMER | -424388 | none | |
| 11348 | Heavy Duty Pet Harness | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | AUTUMN / WINTER, COLLARS & HARNESSES & LEADS, SPRING / SUMMER | -1972156 | none | |
| 10705 | Puffy Hooded Dog Jacket | 0 | AUTUMN / WINTER | -4474957 | none | ||
| 11282 | Luxury Ethin Dog Jackets | 0 | AUTUMN / WINTER | -4474957 | none | ||
| 11073 | I'm A Star Big Dog Dress | 0 | DRESS, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11081 | Plaid & Ruffles Big Dog Dress | 0 | DRESS, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11082 | Frills & Plaid Big Dog Dresses | 0 | DRESS, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11093 | Keep it Country Dog Shirt | 0 | SHIRT, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11095 | Leopard Print Big Dog Shirt | 0 | SHIRT, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11102 | Chucky Dog Costume | 0 | AUTUMN / WINTER, COSTUMES, SPRING / SUMMER | -4474957 | none | ||
| 10704 | Fluffy & Warm Dog Jacket | 0 | AUTUMN / WINTER | -4474957 | none | ||
| 11037 | Abbott Collar, Bow Tie & Lead Set | 0 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 10706 | Neck Hooded Dog Vest | 0 | AUTUMN / WINTER | -4474957 | none | ||
| 10667 | Hooded All Size Dog Romper | 0 | AUTUMN / WINTER, ROMPERS & OVERALLS | -4474957 | none | ||
| 11020 | Beach House Collar, Bow Tie & Lead Set | 0 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11022 | Baby Doll Collar, Bow Tie & Lead Set | 0 | LEAD, AUTUMN / WINTER, SPRING / SUMMER | -4474957 | none | ||
| 11257 | Snuggly Dog Beanie Hat | -1591792 | AUTUMN / WINTER, HAT, SALE | -6066749 | none |