Fold 4 - Understanding why coefficient 555924 was selected
Tag: SKY BLUE
Selected Coefficient: 555924
Taxonomy Path: 1.6.10.1
Taxonomy Name: Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands
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? |
|---|---|---|---|---|---|
| 555924 | 1.012658 | 1.6.10.1 | 1.10.6.1 (493039 + 10*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | Yes |
| 5997681 | 1.012658 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SKY BLUE" tag (processing sequence 2703). 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 |
|---|---|---|---|---|---|---|---|
| 10547 | Teddy Sweater - Sky Blue | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5441757 | none | |
| 12108 | Sky Silicone Strap - Silver Buckle | 555924 | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | none | 0 | none | |
| 12098 | Orange Silicone Strap - Rose Gold Buckle | 0 | ROSE GOLD BUCKLE | -555924 | none |