Fold 4 - Understanding why coefficient 5997681 was selected
Tag: VESTS
Selected Coefficient: 5997681
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? |
|---|---|---|---|---|---|
| 5997681 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 1972156 | 2.000002 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No |
These are the training products that have the "VESTS" tag (processing sequence 3021). 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 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BONSAI | |
| 8658 | Dsquared2 Funk Vest - Ocher | 1972156 | CLOTHING-SIZE-L | -4025525 | none | ||
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | 0 | CLOTHING, COATS-JACKETS, MOOSE-KNUCKLES | -5997681 | none |