Fold 3 - Understanding why coefficient 3039447 was selected
Tag: SS23
Selected Coefficient: 3039447
Taxonomy Path: 1.1.13.6
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 3039447 | 1.000160 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| 429499459 | 1.000641 | 1.1.10.2.11 | 11.2.10.1.1 (11*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "SS23" tag (processing sequence 2462). 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 |
|---|---|---|---|---|---|---|---|
| 8535 | Sienna Virgin Wool Silk Blazer | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 426460012 | none | |
| 8530 | Olive Waffle Knit Polo | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8531 | Terracotta Waffle Knit Polo | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8532 | Cream Waffle Knit Polo | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8547 | Navy Jacquard-Knit Polo | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 24630 | Daisy Swim Hat Final Sale - White Poppy | 0 | none | -3039447 | HATS |