Fold 3 - Understanding why coefficient 4025525 was selected
Tag: AVALANCHE SALE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4025525 | 1.025316 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 149943 | 1.025477 | 1.2.24 | 24.2.1 (24*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Pinback Buttons | No |
| 162425 | 1.025477 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "AVALANCHE SALE" tag (processing sequence 2650). 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 |
|---|---|---|---|---|---|---|---|
| 1126 | 2023 Avalanche Stanley Cup Playoffs Backhand L/S Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1127 | 2023 Avalanche Stanley Cup Playoffs Crease S/S Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1156 | Avalanche 2022 Stanley Cup Champions Locker Room Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -3863100 | AVALANCHE NOVELTIES | |
| 708 | 2023 Stanley Cup Playoff Banner Lapel Pin | 149943 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | -3875582 | AVALANCHE NOVELTIES | |
| 1129 | 2023 Avalanche Stanley Cup Playoffs Women's V-Neck Backhand Tee | 0 | AVALANCHE WOMEN'S | -4025525 | none |