Fold 2 - Understanding why coefficient -40755 was selected
Tag: CHAIN NECKLACE
Selected Coefficient: -40755
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -40755 | 2.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHAIN NECKLACE" tag (processing sequence 565). 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 |
|---|---|---|---|---|---|---|---|
| 5033 | FEMINIST NECKLACE | 0 | PENDANT NECKLACE | 40755 | Apparel & Accessories > Jewelry > Necklaces | WOMEN | |
| 5034 | BADASS NECKLACE | 0 | PENDANT NECKLACE | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 5014 | BADASS PLATE NECKLACE | -40755 | PLATE, PENDANT NECKLACE | 0 | none | ||
| 5028 | FEMINIST PLATE NECKLACE | -40755 | PLATE, PENDANT NECKLACE | 0 | WOMEN | ||
| 5029 | SLAY PLATE NECKLACE | -40755 | PLATE, PENDANT NECKLACE | 0 | none |