Fold 1 - Understanding why coefficient -2935383 was selected
Tag: GIRLS DRESS SHOES
Selected Coefficient: -2935383
Taxonomy Path: -5.8.11.5
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? |
|---|---|---|---|---|---|
| -2935383 | 1.000000 | -5.8.11.5 | -5.11.8.5 (-(5*83^3 + 11*83^2 + 8*83 + 5)) | Yes | |
| 62666 | 1.000000 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No |
These are the training products that have the "GIRLS DRESS SHOES" tag (processing sequence 5014). 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 |
|---|---|---|---|---|---|---|---|
| 33467 | Atlanta Mocassin Boy's and Girl's Penny Loafer Leather Loafers, Camel Sierra Antik | 62666 | none | 2998049 | SIZE-36-M-EU-4-M-US-BIG-KID | ||
| 33510 | Old Soles Girl's 3011 Bambini Deer Shoes - Powder Pink | -2935383 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER, SIZE-23-M-EU-7-M-US-TODDLER | 0 | none |