Fold 3 - Understanding why coefficient 25044 was selected
Tag: GIRLS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 25044 | 1.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 4025525 | 1.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -493039 | 2.000000 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No |
These are the training products that have the "GIRLS" tag (processing sequence 4029). 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 |
|---|---|---|---|---|---|---|---|
| 20435 | WONTON Floral Paradise dress | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DRESS, FEMALE | 4000481 | none | |
| 10464 | Maggie Patchwork Dress Silhouette 1y | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 20450 | WONTON WEDNESDAY Outfit | -493039 | DRESS | -518083 | none |