Fold 0 - Understanding why coefficient -505521 was selected
Tag: JACKETS
Selected Coefficient: -505521
Taxonomy Path: -0.0.2.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -505521 | 1.000320 | -0.0.2.1 | -1.2.0.0 (-(493039 + 2*79^2)) | Yes | |
| 230723529 | 1.000320 | 0.0.76.72.5 | 5.72.76.0.0 (5*79^4 + 72*79^3 + 76*79^2) | No | |
| 616386124 | 1.000320 | 0.0.14.65.15 | 15.65.14.0.0 (15*79^4 + 65*79^3 + 14*79^2) | No | |
| 351599297 | 3.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
These are the training products that have the "JACKETS" tag (processing sequence 1813). 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 |
|---|---|---|---|---|---|---|---|
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 616386124 | GAZZY BY GAZZO | 616891645 | XL | ||
| 8986 | Canada Goose Womens Lite Jacket Alliston - Black | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 352104818 | none | |
| 8970 | Woodpeck MJacket FW22 Bumneste | 230723529 | GREEN | 231229050 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -505521 | FITS SIZE 16 | 0 | none |