Fold 0 - Understanding why coefficient 2955465 was selected
Tag: DISTRESSED
Selected Coefficient: 2955465
Taxonomy Path: 1.1.14.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 2955465 | 4.000145 | 1.1.14.5 | 5.14.1.1 (5*83^3 + 14*83^2 + 83 + 1) | Yes | |
| 665629042 | 4.000145 | 1.1.10.2.14 | 14.2.10.1.1 (14*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| -141755063 | 5.000000 | -27.1.76.81.2 | -2.81.76.1.27 (-(2*83^4 + 81*83^3 + 76*83^2 + 83 + 27)) | No | |
| -18187463 | 5.000000 | -5.6.67.31 | -31.67.6.5 (-(31*83^3 + 67*83^2 + 6*83 + 5)) | No | |
| 158714 | 5.000000 | 18.3.23 | 23.3.18 (23*83^2 + 3*83 + 18) | No | |
| 8122283 | 5.000000 | 69.1.17.14 | 14.17.1.69 (14*83^3 + 17*83^2 + 83 + 69) | No |
These are the training products that have the "DISTRESSED" tag (processing sequence 6064). 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 |
|---|---|---|---|---|---|---|---|
| 26770 | Fringe Distressed Crop Denim Jacket | 665629042 | none | 662673577 | none | ||
| 7219 | MAMA TRUCKER MESH | 8122283 | EMBROIDERED | 5166818 | FOOTBALL | ||
| 26828 | High Waisted Ripped Denim Short | 2955465 | none | 0 | BOTTOMS, CLEARANCE | ||
| 10788 | Love Does Not Keep Score 1 Corinthians 13:5 | 158714 | SHOWER GIFT | -2796751 | none | ||
| 31225 | Leo Sweat Utility Cargos | -18187463 | JEGGINGS, JEANS, KNITWEAR, BASEBALL CAP, TROUSERS, CARDIGAN | -21142928 | HAT, BOTTOMS | ||
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -141755063 | EMBROIDERED, HAIR | -144710528 | none |