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: 5
Unique residual values tried: 5
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 | 1.025318 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 7008802 | 1.025318 | 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 |
| 44320 | 1.037975 | 1.8.7 | 7.8.1 (7*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Slippers | No |
| 3039447 | 1.037975 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 4937830 | 4.000000 | 14.15.1.10 | 10.1.15.14 (10*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
These are the training products that have the "EMBROIDERY" tag (processing sequence 125). 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 | ACCESSORIES, HATS | |
| 7820 | Bespoke Quilt with embroidery | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 4338535 | none | |
| 866 | Dagorda | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2440152 | ESSENTIEL ANTWERP | |
| 292 | Babygirl Cap | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | ACCESSORIES, HATS | |
| 6 | Night Blue Groom Satin Slippers | 44320 | Apparel & Accessories > Shoes > Slippers | none | -554975 | SLIPPERS |