Fold 4 - Understanding why coefficient 62085 was selected
Tag: IN DEMAND
Selected Coefficient: 62085
Taxonomy Path: 1.1.9
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 62085 | 2.012193 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | Yes | |
| 3568586 | 2.012193 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | No | |
| 55611 | 2.024096 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "IN DEMAND" tag (processing sequence 6958). 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 |
|---|---|---|---|---|---|---|---|
| 28440 | Hola Honey Bikini Set | 3568586 | none | 3506501 | none | ||
| 28446 | She's Back Gray Onesie | 62085 | none | 0 | none | ||
| 28420 | Dumbbell Necklace | 55611 | none | -6474 | none | ||
| 28441 | Break Away Leggings | 0 | LEGGINGS | -62085 | none | ||
| 28447 | New Openflow Black Sports Bra | 0 | SPORTS BRA | -62085 | none |