Fold 0 - Understanding why coefficient -715822 was selected
Tag: POLOS
Selected Coefficient: -715822
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -715822 | 3.000006 | -0.0.0.2 | -2.0.0.0 (-(2*71^3)) | Yes | |
| 0 | 3.000008 | 0 | 0 (0) | No | |
| 2147466 | 3.000008 | 0.0.0.6 | 6.0.0.0 (6*71^3) | No | |
| 2213071 | 4.000000 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "POLOS" tag (processing sequence 1881). 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 |
|---|---|---|---|---|---|---|---|
| 5006 | Remember Everyone Deployed Polo Shirt | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 8842 | Bonsai Oversized Knit Polo - Acid Green | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 8843 | Bonsai Oversized Knit Polo - Azure | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 2147466 | GREEN | 2863288 | none | ||
| 8872 | Kenzo Paris Classic Polo - Black | 0 | BLACK, CLOTHING-SIZE-XL, KENZO | 715822 | none | ||
| 8924 | Sunspel Towelling Polo - Navy | -715822 | CLOTHING-SIZE-XL | 0 | none | ||
| 8933 | Sunspel Towelling Polo - White | -715822 | CLOTHING-SIZE-XL | 0 | none |