Fold 0 - Understanding why coefficient -49368313 was selected
Tag: ACCESSORY35
Selected Coefficient: -49368313
Taxonomy Path: -28.25.10.21.1
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? |
|---|---|---|---|---|---|
| -49368313 | 1.000000 | -28.25.10.21.1 | -1.21.10.25.28 (-(38950081 + 21*79^3 + 10*79^2 + 25*79 + 28)) | Yes | |
| 100342 | 1.000000 | 12.6.16 | 16.6.12 (16*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | No |
These are the training products that have the "ACCESSORY35" tag (processing sequence 3112). 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 |
|---|---|---|---|---|---|---|---|
| 19463 | Wall Knob and Hardware for Loop | 100342 | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | none | 49468655 | none | |
| 19469 | Eco Drip Kit | -49368313 | TIERED, PLANT CARE | 0 | none |