Fold 1 - Understanding why coefficient 4025525 was selected
Tag: CYBER MONDAY
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 4025525 | 5.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 87454 | 5.000481 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 3526245 | 5.000481 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 324760 | 8.000000 | 70.2.52 | 52.2.70 (52*79^2 + 2*79 + 70) | No | |
| 1979596 | 8.000000 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
These are the training products that have the "CYBER MONDAY" tag (processing sequence 1160). 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 |
|---|---|---|---|---|---|---|---|
| 1200 | Denver Nuggets Grateful Dead Dancing Bear Tee - Gold | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | NUGGETS MEN'S | |
| 1202 | Denver Nuggets Grateful Dead Dancing Bear Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | NUGGETS MEN'S | |
| 1101 | 2022-23 Nuggets City Edition Showtime Pants | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | -499280 | NUGGETS MEN'S | |
| 1203 | Denver Nuggets Rocky Sleep Squad | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | -2045929 | NUGGETS NOVELTIES | |
| 1189 | Colorado Avalanche Banner Raising Panoramic Frames | 324760 | AVALANCHE NOVELTIES | -3700765 | none | ||
| 1102 | 2022-23 Nuggets City Edition Swingman Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | -3938071 | NUGGETS MEN'S | |
| 1161 | Avalanche Adjustable MVP Wool Hat | 0 | AVALANCHE HATS | -4025525 | none | ||
| 1160 | Avalanche Adjustable Clean Up Hat - Navy | 0 | AVALANCHE HATS | -4025525 | none | ||
| 1104 | 2022 Avalanche Auth Pro Adjustable Hat | 0 | AVALANCHE HATS | -4025525 | none |