Fold 0 - Understanding why coefficient 96613 was selected
Tag: NATURAL STONE
Selected Coefficient: 96613
Taxonomy Path: 1.2.14
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 96613 | 1.000000 | 1.2.14 | 14.2.1 (14*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories | Yes |
| 6358809 | 2.000000 | 13.3.10.11 | 11.10.3.13 (11*83^3 + 10*83^2 + 3*83 + 13) | No |
These are the training products that have the "NATURAL STONE" tag (processing sequence 3598). 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 |
|---|---|---|---|---|---|---|---|
| 18328 | DreadLab - Natural Unakite Donut Dread Beads | 6358809 | none | 6262196 | 7MM, FEED-GENDER-UNISEX | ||
| 18318 | DreadLab - Natural Green Aventurine Donut Dread Beads | 96613 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX | |
| 18389 | DreadLab - Natural Blue Sand Stone Donut Dread Beads | 96613 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX |