Fold 3 - Understanding why coefficient 40755 was selected
Tag: TRENDING
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
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? |
|---|---|---|---|---|---|
| 40755 | 1.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 3916790 | 1.000000 | 4.70.66.10 | 10.66.70.4 (10*71^3 + 66*71^2 + 70*71 + 4) | No |
These are the training products that have the "TRENDING" tag (processing sequence 2275). 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 |
|---|---|---|---|---|---|---|---|
| 74 | Peach Sequins Crop Top | 3916790 | CROP TOP, PEACH | 3876035 | none | ||
| 9444 | Natalie Gold Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none |