Fold 1 - Understanding why coefficient -4340301 was selected
Tag: COTTON CITIZEN
Selected Coefficient: -4340301
Taxonomy Path: -0.0.9.12
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -4340301 | 1.000000 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| 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 | No |
These are the training products that have the "COTTON CITIZEN" tag (processing sequence 615). 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 | 6553372 | SHORT SLEEVES | |
| 968 | Ibiza SS Polo Dress | -4340301 | WHITE | 0 | none |