Fold 2 - Understanding why coefficient -4319782 was selected
Tag: CHAIN MATERIAL ROUND BLACK COTTON
Selected Coefficient: -4319782
Taxonomy Path: -0.66.4.12
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -4319782 | 1.000000 | -0.66.4.12 | -12.4.66.0 (-(12*71^3 + 4*71^2 + 66*71)) | Yes | |
| 2928893 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "CHAIN MATERIAL ROUND BLACK COTTON" tag (processing sequence 857). 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 |
|---|---|---|---|---|---|---|---|
| 5066 | Citrine Pendant Necklace - Antique Bronze | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | 13TH ANNIVERSARY, CHAIN MATERIAL BLACK FLAT LEATHER | 7248675 | NOVEMBER BIRTHSTONE, YELLOW CRYSTAL, CITRINE | |
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -4319782 | BLUE | 0 | none |