Fold 4 - Understanding why coefficient 2213071 was selected
Tag: POLO
Selected Coefficient: 2213071
Taxonomy Path: 1.1.13.6
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 2213071 | 1.000000 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| -2928893 | 8.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "POLO" tag (processing sequence 142). 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 |
|---|---|---|---|---|---|---|---|
| 3927 | Pretty Plaid Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 3930 | Red Autumn Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 3932 | Red Check Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 4305 | Teal Tribal Cloth Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 4438 | Tribal Flower Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 4449 | Tribal Spheres Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 4455 | Tribes Forever Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 4457 | Tribin' Men's Slim Fit Short Sleeve Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8830 | Pagani Automobili Men's Polo Dark Grey | -2928893 | GREY, MEN | -5141964 | none |