Fold 0 - Understanding why coefficient -15550 was selected
Tag: LINK CHAIN
Selected Coefficient: -15550
Taxonomy Path: -1.6.3
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? |
|---|---|---|---|---|---|
| -15550 | 1.000000 | -1.6.3 | -3.6.1 (-(3*71^2 + 6*71 + 1)) | Yes | |
| 40755 | 1.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "LINK CHAIN" tag (processing sequence 1582). 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 |
|---|---|---|---|---|---|---|---|
| 7096 | Large Figaro Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 56305 | none | |
| 7094 | Small Link Chain Necklace | -15550 | LINK NECKLACE, ACESORIZ | 0 | none |