Fold 1 - Understanding why coefficient -20236 was selected
Tag: LINGERIE
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
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 | 2.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 11 | 3.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "LINGERIE" tag (processing sequence 951). 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 | 20247 | none | |
| 281 | EZ Dress, LIGHT Jersey | 0 | LIGHTWEIGHT | 20236 | Apparel & Accessories > Clothing > Dresses | MICROMODAL | |
| 282 | EZ Dress, MEDIUM Jersey | -20236 | JERSEY, LIGHTWEIGHT | 0 | MICROMODAL | ||
| 283 | EZ Dress, SHEER Jersey | -20236 | JERSEY, LIGHTWEIGHT | 0 | none |