Fold 1 - Understanding why coefficient 285962474 was selected
Tag: JACKETS
Selected Coefficient: 285962474
Taxonomy Path: 1.1.10.2.6
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 428337437 | 3.000002 | 1.1.10.2.9 | 9.2.10.1.1 (9*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 285962474 | 3.000002 | 1.1.10.2.6 | 6.2.10.1.1 (6*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 855462326 | 3.000002 | 1.1.10.2.18 | 18.2.10.1.1 (18*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 671918699 | 3.000005 | 1.1.10.13.14 | 14.13.10.1.1 (14*83^4 + 13*83^3 + 10*83^2 + 83 + 1) | No | |
| -6296546 | 4.000290 | -0.0.1.11 | -11.1.0.0 (-(11*83^3 + 6889)) | No | |
| 0 | 4.000290 | 0 | 0 (0) | No | |
| 755881747 | 4.000290 | 0.0.80.76.15 | 15.76.80.0.0 (15*83^4 + 76*83^3 + 80*83^2) | No |
These are the training products that have the "JACKETS" tag (processing sequence 7106). 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 |
|---|---|---|---|---|---|---|---|
| 25132 | Vintage Orange slouched blazer | 855462326 | none | 569499852 | none | ||
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 755881747 | TOPS | 469919273 | none | ||
| 27899 | Rowan Denim Jacket | 671918699 | NON-MATERNITY | 385956225 | none | ||
| 8986 | Canada Goose Womens Lite Jacket Alliston - Black | 428337437 | none | 142374963 | none | ||
| 8970 | Woodpeck MJacket FW22 Bumneste | 285962474 | none | 0 | none | ||
| 26811 | Everyday Zip-Up Hoodie | 0 | HOODIES & SWEATSHIRTS | -285962474 | CLEARANCE | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -6296546 | TROUSERS | -292259020 | none |