Fold 3 - Understanding why coefficient -6022725 was selected
Tag: LACE
Selected Coefficient: -6022725
Taxonomy Path: -2.2.17.12
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -6022725 | 3.000000 | -2.2.17.12 | -12.17.2.2 (-(12*79^3 + 17*79^2 + 2*79 + 2)) | Yes | |
| -56249 | 3.000000 | -1.1.9 | -9.1.1 (-(9*79^2 + 79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 106256 | 3.000000 | 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 4336). 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 |
|---|---|---|---|---|---|---|---|
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 6128981 | WEARABLES | |
| 124 | Lace Brief | 0 | BRIEFS | 6022725 | none | ||
| 926 | Flower Field | -56249 | TOPSFREE PEOPLE, FREE PEOPLEWE THE FREE | 5966476 | none | ||
| 9403 | LENA - MODEST | -6022725 | BEAD, __TAB1:FAQ, LONG SLEEVE | 0 | none |