Fold 0 - Understanding why coefficient 4025525 was selected
Tag: AVALANCHE WOMEN'S
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 6
Unique residual values tried: 2
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 | 0.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 78399522 | 0.000801 | 1.1.1.1.2 | 2.1.1.1.1 (2*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Leggings | No |
These are the training products that have the "AVALANCHE WOMEN'S" tag (processing sequence 725). 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 |
|---|---|---|---|---|---|---|---|
| 1157 | Avalanche 4th Down Leggings | 78399522 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Leggings | none | 74373997 | KSENH | |
| 1105 | 2022 Avalanche Ladies Reverse Retro S/S Tee - White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | KSENH | |
| 1129 | 2023 Avalanche Stanley Cup Playoffs Women's V-Neck Backhand Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1175 | Avalanche Ladies S/S Blend Circle Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | KSENH | |
| 1176 | Avalanche Ladies S/S Crop Top | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | KSENH | |
| 1196 | Colorado Rockies Ladies Fresh Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | KSENH |