Fold 4 - Understanding why coefficient 5096594 was selected
Tag: HATS
Selected Coefficient: 5096594
Taxonomy Path: 1.2.17.14
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 5096594 | 3.000204 | 1.2.17.14 | 14.17.2.1 (14*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | Yes |
| 3664950 | 3.000207 | 1.2.17.10 | 10.17.2.1 (10*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | No |
| 131209 | 3.000992 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "HATS" tag (processing sequence 831). 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 |
|---|---|---|---|---|---|---|---|
| 3988 | Decolonize FUCK | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 0 | none | |
| 4027 | Make Turtle Island Indigenous Again -Hat | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 0 | none | |
| 3977 | CHIPPEWAR SCRIBIBLE Trucker Hat | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 0 | none | |
| 4012 | Honour The Treaties Snapback Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | -1431644 | none | |
| 3978 | Chippewar Skript Camo Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | -1431644 | none | |
| 5067 | Embroidered Trim Scarf | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -4965385 | none | |
| 293 | Babygirl Cap | 0 | ACCESSORIES | -5096594 | none | ||
| 292 | Babygirl Cap | 0 | ACCESSORIES | -5096594 | none | ||
| 277 | Alycia Mikay Imprint Baseball Cap | 0 | ACCESSORIES | -5096594 | none |