Fold 4 - 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 | |
| 4456234 | 2.000000 | 2.2.3.9 | 9.3.2.2 (9*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | No |
| 82824218 | 2.000000 | 65.77.77.9.2 | 2.9.77.77.65 (2*79^4 + 9*79^3 + 77*79^2 + 77*79 + 65) | No |
These are the training products that have the "PETS" tag (processing sequence 2299). 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 | 82824218 | ORGANIC, BATHROOM | 197659341 | HAIR | ||
| 5802 | Dog Treats All Natural - Petphoria | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 119291357 | none | |
| 9074 | Navy QALO Leash & Collar Set | -114835123 | ALL | 0 | none |