Fold 0 - Understanding why coefficient -3942062 was selected
Tag: JACKETS
Selected Coefficient: -3942062
Taxonomy Path: -0.0.1.11
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -3942062 | 1.000198 | -0.0.1.11 | -11.1.0.0 (-(11*71^3 + 5041)) | Yes | |
| 406173534 | 1.000198 | 0.0.60.69.15 | 15.69.60.0.0 (15*71^4 + 69*71^3 + 60*71^2) | No | |
| 229471433 | 2.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
These are the training products that have the "JACKETS" tag (processing sequence 1515). 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 | 406173534 | GAZZY BY GAZZO | 410115596 | none | ||
| 8986 | Canada Goose Womens Lite Jacket Alliston - Black | 229471433 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 233413495 | none | |
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -3942062 | TROUSERS | 0 | none |