Fold 3 - 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: 11
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? |
|---|---|---|---|---|---|
| 5096594 | 4.000011 | 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 |
| 443751 | 4.000014 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 3664950 | 4.000014 | 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 |
| 0 | 7.028169 | 0 | 0 (0) | No | |
| -2485142 | 7.028367 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | No | |
| 1088927 | 7.028367 | 0.1.3.3 | 3.3.1.0 (3*71^3 + 3*71^2 + 71) | No |
These are the training products that have the "HATS" tag (processing sequence 1389). 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 |
|---|---|---|---|---|---|---|---|
| 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 | |
| 3988 | Decolonize FUCK | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 0 | none | |
| 4044 | NISH Camo Brim Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | -1431644 | none | |
| 4012 | Honour The Treaties Snapback Hat | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | -1431644 | none | |
| 8987 | ASRV Hipora® Bucket Hat - Black | 1088927 | BLACK, ASRV | -4007667 | none | ||
| 277 | Alycia Mikay Imprint Baseball Cap | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | -4652843 | none | |
| 5839 | Lama Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | -4652843 | none | |
| 292 | Babygirl Cap | 0 | EMBROIDERY | -5096594 | none | ||
| 293 | Babygirl Cap | 0 | EMBROIDERY | -5096594 | none | ||
| 9678 | Baseball Yellow Hat | -2485142 | 2023LAUNCH | -7581736 | none |