Fold 2 - Understanding why coefficient 75687 was selected
Tag: LIGHT BLUE
Selected Coefficient: 75687
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
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? |
|---|---|---|---|---|---|
| 75687 | 1.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 4360537 | 1.000198 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 2954525 | 2.000000 | 2.7.18.8 | 8.18.7.2 (8*71^3 + 18*71^2 + 7*71 + 2) | No |
These are the training products that have the "LIGHT BLUE" tag (processing sequence 1580). 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 | 4284850 | none | |
| 9011 | Blue Topaz Pendant - Sterling Silver | 2954525 | BACKING MATERIAL 0925 STERLING SILVER | 2878838 | none | ||
| 1045 | Preslee -Blue | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | none |