Fold 3 - Understanding why coefficient -119814878 was selected
Tag: LARGE
Selected Coefficient: -119814878
Taxonomy Path: -2.2.1.6.3
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? |
|---|---|---|---|---|---|
| -119814878 | 1.000000 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "LARGE" tag (processing sequence 3222). 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 |
|---|---|---|---|---|---|---|---|
| 14100 | Large Rosary, Jasper Gemstone Beads, Gold St Benedict Cross | 0 | NEW MARCH 2023 | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | |
| 3897 | Woven Ball Foot Toy | -119814878 | SHOP: FORAGING TOYS, SHOP: FOOT TOYS | 0 | none |