Fold 4 - Understanding why coefficient 25044 was selected
Tag: LACE
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 25044 | 0.012979 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 0.012979 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 122311198 | 0.012979 | 1.1.6.11.3 | 3.11.6.1.1 (3*79^4 + 11*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | No |
| 106256 | 0.037975 | 1.2.17 | 17.2.1 (17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats | No |
These are the training products that have the "LACE" tag (processing sequence 114). 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 |
|---|---|---|---|---|---|---|---|
| 124 | Lace Brief | 122311198 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | none | 122286154 | BRIEFS, UNDERWEAR | |
| 926 | Flower Field | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE | |
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 81212 | none | |
| 9403 | LENA - MODEST | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | BLUE, LONG SLEEVE, __TAB1:FAQ |