Fold 4 - Understanding why coefficient -6289657 was selected
Tag: SPRING SUMMER
Selected Coefficient: -6289657
Taxonomy Path: -0.0.0.11
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? |
|---|---|---|---|---|---|
| -6289657 | 1.000002 | -0.0.0.11 | -11.0.0.0 (-(11*83^3)) | Yes | |
| 5717870 | 1.000002 | 0.0.0.10 | 10.0.0.0 (10*83^3) | No | |
| 3527335 | 2.000000 | 1.2.14.6 | 6.14.2.1 (6*83^3 + 14*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
These are the training products that have the "SPRING SUMMER" tag (processing sequence 6297). 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 |
|---|---|---|---|---|---|---|---|
| 5058 | Garden Hat | 5717870 | HATS | 12007527 | none | ||
| 5082 | Polkadot Crochet Trim Hair Clip - 2pc | 3527335 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 9816992 | none | |
| 22572 | Abstract Color Block Poncho Tee in Silk | -6289657 | PULLOVER | 0 | none |