Fold 0 - Understanding why coefficient 70646 was selected
Tag: CYBER MONDAY
Selected Coefficient: 70646
Taxonomy Path: 1.1.14
Taxonomy Name: Apparel & Accessories > Clothing > Shorts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 70646 | 2.000198 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | Yes |
| 2565941 | 2.000198 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1437764 | 3.000000 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
These are the training products that have the "CYBER MONDAY" tag (processing sequence 646). 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 |
|---|---|---|---|---|---|---|---|
| 1101 | 2022-23 Nuggets City Edition Showtime Pants | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2495295 | FPM, KSENH | |
| 1203 | Denver Nuggets Rocky Sleep Squad | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1367118 | FPM, KSENH, NUGGETS NOVELTIES | |
| 1102 | 2022-23 Nuggets City Edition Swingman Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | 0 | FPM, KSENH | |
| 1160 | Avalanche Adjustable Clean Up Hat - Navy | 0 | AVALANCHE HATS | -70646 | FPM, KSENH |