Fold 1 - Understanding why coefficient -530645 was selected
Tag: STOCKING
Selected Coefficient: -530645
Taxonomy Path: -2.2.6.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -530645 | 1.000000 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | Yes | |
| 3045767 | 1.000000 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
These are the training products that have the "STOCKING" tag (processing sequence 3336). 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 |
|---|---|---|---|---|---|---|---|
| 18185 | Butterfly Snap Hair Clips | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 3576412 | none | |
| 17636 | Christmas Collage Dog Bandana | -530645 | TIE ON, DOG BANDANA | 0 | none |