Fold 4 - Understanding why coefficient 40755 was selected
Tag: LIGHT BLUE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
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? |
|---|---|---|---|---|---|
| 40755 | 1.014085 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 4360537 | 1.014085 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 55451 | 2.000000 | 0.0.11 | 11.0.0 (11*71^2) | No |
These are the training products that have the "LIGHT BLUE" tag (processing sequence 1564). 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 |
|---|---|---|---|---|---|---|---|
| 10296 | Basic Sweater - Light Blue | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4319782 | none | |
| 1045 | Preslee -Blue | 55451 | HUMANS OF RIXO | 14696 | none | ||
| 9012 | Blue Topaz - Rose Gold | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none |