Fold 1 - Understanding why coefficient -2900437 was selected
Tag: SWIM SUIT
Selected Coefficient: -2900437
Taxonomy Path: -2.2.6.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -2900437 | 4.000000 | -2.2.6.5 | -5.6.2.2 (-(5*83^3 + 6*83^2 + 2*83 + 2)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -12717178 | 5.000000 | -1.1.20.22 | -22.20.1.1 (-(22*83^3 + 20*83^2 + 83 + 1)) | No | |
| 3568586 | 5.000000 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "SWIM SUIT" tag (processing sequence 4663). 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 |
|---|---|---|---|---|---|---|---|
| 1071 | The Longboarder | 3568586 | SWIMSUITS, ITALIAN | 6469023 | EUROPEAN CLOTHING, EUROPEAN STYLES | ||
| 995 | Laila | 0 | ONE PIECE, SWIMSUITS, ITALIAN | 2900437 | EUROPEAN CLOTHING, EUROPEAN STYLES | ||
| 1038 | Papaia | 0 | ONE PIECE, SWIMSUITS, ITALIAN | 2900437 | EUROPEAN CLOTHING, EUROPEAN STYLES | ||
| 20430 | WONTON FLOAT Vest in red, dolphin grey | -2900437 | LIFE JACKET, BULLDOG CLOTHES | 0 | none | ||
| 20436 | WONTON FLOAT Vest in red, dolphin grey (VERSION 2) | -2900437 | LIFE JACKET, BULLDOG CLOTHES | 0 | none | ||
| 810 | Always Fits Sunny One-piece | -12717178 | ONE PIECE, SWIMSUITS | -9816741 | none |