Fold 4 - Understanding why coefficient 15 was selected
Tag: STATEMENT
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 20
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 15 | 10.028169 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 10.112676 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 13.014085 | 0 | 0 (0) | No | |
| -55380 | 13.084507 | -0.70.10 | -10.70.0 (-(10*71^2 + 70*71)) | No | |
| -2984273 | 18.014085 | -1.0.24.8 | -8.24.0.1 (-(8*71^3 + 24*71^2 + 1)) | No | |
| -443751 | 18.014085 | -1.2.17.1 | -1.17.2.1 (-(357911 + 17*71^2 + 2*71 + 1)) | No | |
| -3428024 | 19.000000 | -2.2.41.9 | -9.41.2.2 (-(9*71^3 + 41*71^2 + 2*71 + 2)) | No |
These are the training products that have the "STATEMENT" tag (processing sequence 1258). 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 |
|---|---|---|---|---|---|---|---|
| 4010 | PRIDE | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 3975 | BOSSY | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4009 | OOPS!! | 15 | Luggage & Bags | none | 0 | none | |
| 4015 | MUGAL | 15 | Luggage & Bags | none | 0 | none | |
| 4063 | DAVI | 15 | Luggage & Bags | none | 0 | none | |
| 4091 | FARRAH | 15 | Luggage & Bags | none | 0 | none | |
| 4114 | GALA NIGHT | 15 | Luggage & Bags | none | 0 | none | |
| 3974 | BOSS IT STYLE | 15 | Luggage & Bags | none | 0 | none | |
| 4410 | MOODY | 15 | Luggage & Bags | none | 0 | none | |
| 3944 | FACES | 15 | Luggage & Bags | none | 0 | none | |
| 4557 | Reversible Une/Naetochu Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4545 | Reversible Adeben/Naetochu Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4546 | Reversible Amai/Soludo Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4550 | Reversible Ikeogu/Taj Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4551 | Reversible Inye/Kofi Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4556 | Reversible Ulo/Ife Head Wrap African Print | 0 | A55, ACCESSORIES, BEST SELLER | -15 | SV | ||
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | -55380 | A55, ACCESSORIES, BEST SELLER, FEATURED | -55395 | SV | ||
| 4552 | Reversible Mianu/Issa Head Wrap African Print | -443751 | A55, ACCESSORIES | -443766 | SV | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -2984273 | A55, ACCESSORIES, APPAREL, BEST SELLER, FEATURED | -2984288 | SV | ||
| 4549 | Reversible Geryia Head Wrap African Print | -3428024 | A55, ACCESSORIES, APPAREL, FEATURED | -3428039 | SV |