Fold 4 - Understanding why coefficient 4360537 was selected
Tag: VESTS
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
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? |
|---|---|---|---|---|---|
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| -227273485 | 2.000000 | -0.0.0.67.8 | -8.67.0.0.0 (-(8*71^4 + 67*71^3)) | No | |
| 1431644 | 2.000000 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No |
These are the training products that have the "VESTS" tag (processing sequence 2333). 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 |
|---|---|---|---|---|---|---|---|
| 913 | Elsie | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 8658 | Dsquared2 Funk Vest - Ocher | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 1431644 | CLOTHING-SIZE-XS | -2928893 | none | ||
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | -227273485 | BLACK, COATS-JACKETS | -231634022 | none |