Fold 0 - Understanding why coefficient 3720228 was selected
Tag: JOINTS/MOBILITY
Selected Coefficient: 3720228
Taxonomy Path: 2.2.42.6
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Vitamins & Supplements > Joint Health
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 3720228 | 1.000000 | 2.2.42.6 | 6.42.2.2 (6*83^3 + 42*83^2 + 2*83 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Vitamins & Supplements > Joint Health | Yes |
| 525534350 | 3.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "JOINTS/MOBILITY" tag (processing sequence 3017). 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 |
|---|---|---|---|---|---|---|---|
| 7084 | i-Flex | 525534350 | none | 521814122 | none | ||
| 7081 | Flex for Cats | 3720228 | Animals & Pet Supplies > Pet Supplies > Pet Vitamins & Supplements > Joint Health | none | 0 | none | |
| 7082 | Flex Jointcare Tablets | 3720228 | Animals & Pet Supplies > Pet Supplies > Pet Vitamins & Supplements > Joint Health | none | 0 | none | |
| 7083 | Flex Sprinkles - Green Lipped Mussel Jointcare for Dogs | 3720228 | Animals & Pet Supplies > Pet Supplies > Pet Vitamins & Supplements > Joint Health | none | 0 | none |