Fold 4 - Understanding why coefficient -14644465 was selected
Tag: SHIRT
Selected Coefficient: -14644465
Taxonomy Path: -5.5.65.40
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -14644465 | 2.000000 | -5.5.65.40 | -40.65.5.5 (-(40*71^3 + 65*71^2 + 5*71 + 5)) | Yes | |
| 2505377 | 2.000000 | 0.0.0.7 | 7.0.0.0 (7*71^3) | No | |
| 2570982 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "SHIRT" tag (processing sequence 189). 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 |
|---|---|---|---|---|---|---|---|
| 831 | Beau Shirt: Stripe | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 17215447 | STRIPES, XIRENA CLOTHING | |
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 2505377 | CROP TOP | 17149842 | none | ||
| 9145 | 140.6 Standing Tall Shirt | -14644465 | NAVY, BLUE, BLACK, GREY, MEN, GREEN | 0 | none |