Fold 3 - Understanding why coefficient 2213071 was selected
Tag: POLOS
Selected Coefficient: 2213071
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? |
|---|---|---|---|---|---|
| 2213071 | 1.000003 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| 5076359 | 1.000011 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -715822 | 5.000000 | -0.0.0.2 | -2.0.0.0 (-(2*71^3)) | No |
These are the training products that have the "POLOS" tag (processing sequence 1883). 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 |
|---|---|---|---|---|---|---|---|
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2863288 | SWEATERS | |
| 5006 | Remember Everyone Deployed Polo Shirt | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8842 | Bonsai Oversized Knit Polo - Acid Green | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8924 | Sunspel Towelling Polo - Navy | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8933 | Sunspel Towelling Polo - White | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8872 | Kenzo Paris Classic Polo - Black | -715822 | BLACK | -2928893 | none |