Fold 0 - Understanding why coefficient 4025525 was selected
Tag: CAMEL
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 4025525 | 1.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5997681 | 1.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 111901130 | 2.000000 | 0.0.76.68.2 | 2.68.76.0.0 (2*79^4 + 68*79^3 + 76*79^2) | No |
These are the training products that have the "CAMEL" tag (processing sequence 918). 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 |
|---|---|---|---|---|---|---|---|
| 1533 | Firenze Cape - 100% Cashmere Knit | 111901130 | IVORY | 107875605 | CAPE SHAWL | ||
| 10528 | Alice Sweater - Camel | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1972156 | SWEATER | |
| 976 | Jeanny Top | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none |