Fold 0 - Understanding why coefficient -1789781 was selected
Tag: LINGERIE
Selected Coefficient: -1789781
Taxonomy Path: -13.3.0.5
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? |
|---|---|---|---|---|---|
| -1789781 | 2.000000 | -13.3.0.5 | -5.0.3.13 (-(5*71^3 + 3*71 + 13)) | Yes | |
| -1789555 | 2.000000 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| 11 | 2.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "LINGERIE" tag (processing sequence 964). 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 | 1789792 | LUXURY | |
| 282 | EZ Dress, MEDIUM Jersey | -1789555 | JERSEY, LEISURE, LIGHTWEIGHT | 226 | Health & Beauty > Personal Care | LOUNGE WEAR, LUXURY, MICROMODAL | |
| 283 | EZ Dress, SHEER Jersey | -1789781 | JERSEY, EUCALYPTUS, LEISURE, LIGHTWEIGHT | 0 | LOUNGE WEAR, LUXURY |