Fold 3 - Understanding why coefficient -5056123 was selected
Tag: LINGERIE
Selected Coefficient: -5056123
Taxonomy Path: -0.0.9.14
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5056123 | 2.000000 | -0.0.9.14 | -14.9.0.0 (-(14*71^3 + 9*71^2)) | Yes | |
| -2485141 | 2.000000 | -70.69.66.6 | -6.66.69.70 (-(6*71^3 + 66*71^2 + 69*71 + 70)) | No | |
| 11 | 2.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "LINGERIE" tag (processing sequence 959). 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 |
|---|---|---|---|---|---|---|---|
| 131 | Gift Voucher | 11 | Gift Cards | none | 5056134 | none | |
| 281 | EZ Dress, LIGHT Jersey | -2485141 | AIR | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | |
| 282 | EZ Dress, MEDIUM Jersey | -5056123 | JERSEY, AIR | 0 | none |