Fold 0 - Understanding why coefficient 3664950 was selected
Tag: HATS
Selected Coefficient: 3664950
Taxonomy Path: 1.2.17.10
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps
Products with this tag: 10
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 3664950 | 2.014291 | 1.2.17.10 | 10.17.2.1 (10*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | Yes |
| 5096594 | 2.014291 | 1.2.17.14 | 14.17.2.1 (14*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | No |
| 131209 | 2.015275 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 2928893 | 2.098592 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 8.014085 | 0 | 0 (0) | No | |
| 1809435 | 8.014085 | 0.67.3.5 | 5.3.67.0 (5*71^3 + 3*71^2 + 67*71) | No |
These are the training products that have the "HATS" tag (processing sequence 1385). 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 |
|---|---|---|---|---|---|---|---|
| 3977 | CHIPPEWAR SCRIBIBLE Trucker Hat | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 1431644 | none | |
| 3988 | Decolonize FUCK | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 1431644 | none | |
| 4027 | Make Turtle Island Indigenous Again -Hat | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 1431644 | none | |
| 5924 | 7IS authentic cap. | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 0 | none | |
| 3978 | Chippewar Skript Camo Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 0 | none | |
| 4044 | NISH Camo Brim Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 0 | none | |
| 277 | Alycia Mikay Imprint Baseball Cap | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | ACCESSORIES | -736057 | none | |
| 8987 | ASRV Hipora® Bucket Hat - Black | 1809435 | BLACK, ACCESSORIES, ACCESSORY-SIZE-ONE-SIZE, ASRV | -1855515 | none | ||
| 5067 | Embroidered Trim Scarf | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -3533741 | none | |
| 9678 | Baseball Yellow Hat | 0 | 2023LAUNCH, ACCESSORIES | -3664950 | none |