Fold 2 - Understanding why coefficient 20236 was selected
Tag: COTTON CITIZEN
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20236 | 1.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2213071 | 1.000397 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| -5837550 | 3.000000 | -1.1.22.16 | -16.22.1.1 (-(16*71^3 + 22*71^2 + 71 + 1)) | No |
These are the training products that have the "COTTON CITIZEN" tag (processing sequence 983). 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 |
|---|---|---|---|---|---|---|---|
| 967 | Ibiza SS Polo | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2192835 | SHORT SLEEVES, ORGANIC COTTON | |
| 844 | Capri CutOut Tank | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 845 | Capri L/S Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ORGANIC COTTON | |
| 968 | Ibiza SS Polo Dress | -5837550 | BLACK, WHITE | -5857786 | ORGANIC COTTON |