Fold 3 - Understanding why coefficient -114835123 was selected
Tag: PETS
Selected Coefficient: -114835123
Taxonomy Path: -12.9.72.74.2
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? |
|---|---|---|---|---|---|
| -114835123 | 2.000000 | -12.9.72.74.2 | -2.74.72.9.12 (-(2*79^4 + 74*79^3 + 72*79^2 + 9*79 + 12)) | Yes | |
| 6940152 | 2.000000 | 2.2.6.14 | 14.6.2.2 (14*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | No |
| 86849584 | 2.000000 | 65.76.11.18.2 | 2.18.11.76.65 (2*79^4 + 18*79^3 + 11*79^2 + 76*79 + 65) | No |
These are the training products that have the "PETS" tag (processing sequence 2300). 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 |
|---|---|---|---|---|---|---|---|
| 3136 | Native Neem Organic Neem Oil | 86849584 | ORGANIC, REUSABLE, BATHROOM | 201684707 | HAIR | ||
| 10711 | Sport Dog Shoes | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 121775275 | none | |
| 9074 | Navy QALO Leash & Collar Set | -114835123 | ALL | 0 | none |