Fold 1 - Understanding why coefficient 599295 was selected
Tag: EMBROIDERY
Selected Coefficient: 599295
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 599295 | 1.000002 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 7008802 | 1.000004 | 1.2.17.14 | 14.17.2.1 (14*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | No |
| -1349 | 3.000000 | -6.17 | -17.6 (-(17*79 + 6)) | No |
These are the training products that have the "EMBROIDERY" tag (processing sequence 3112). 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 |
|---|---|---|---|---|---|---|---|
| 14181 | Unisex Trucker Hat | 7008802 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 6409507 | HATS | |
| 292 | Babygirl Cap | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | HATS | |
| 293 | Babygirl Cap | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | HATS | |
| 20060 | Singer 114W103 and Cornely Smooth Foot Shoe 13mm - Quantity 1 | -1349 | CONSEW 104, CORNELY MACHINE | -600644 | none |