Fold 4 - Understanding why coefficient -5167787 was selected
Tag: TAN
Selected Coefficient: -5167787
Taxonomy Path: -2.3.38.10
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -5167787 | 4.000000 | -2.3.38.10 | -10.38.3.2 (-(10*79^3 + 38*79^2 + 3*79 + 2)) | Yes | |
| -3563691 | 4.000000 | -1.1.18.7 | -7.18.1.1 (-(7*79^3 + 18*79^2 + 79 + 1)) | No | |
| 19356 | 4.000000 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | No |
| 10029447 | 4.000000 | 2.2.27.20 | 20.27.2.2 (20*79^3 + 27*79^2 + 2*79 + 2) | No | |
| 23297893 | 4.000000 | 3.3.20.47 | 47.20.3.3 (47*79^3 + 20*79^2 + 3*79 + 3) | No |
These are the training products that have the "TAN" tag (processing sequence 2853). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 23297893 | BEACH, SWIM | 28465680 | none | ||
| 12048 | Men's Del Marina by Skuze Shoes | 10029447 | GREY, 10 MENS | 15197234 | none | ||
| 9536 | CAMINO: TAN SUEDE AND SHEARLING BOOTS | 19356 | Apparel & Accessories > Shoes > Boots | none | 5187143 | none | |
| 5513 | Airbrush Pet Portrait With Blue Design | -3563691 | DESIGN, WHITE, ORANGE, CAT, BLUE, ANIMAL, NAMES | 1604096 | none | ||
| 11856 | Nevan Casual Track Belt | -5167787 | ACCESSORIES, AD, BELTS, FALL | 0 | UNDER-50 |