Fold 2 - Understanding why coefficient 38950081 was selected
Tag: SMALL
Selected Coefficient: 38950081
Taxonomy Path: 0.0.0.0.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 38950081 | 3.000000 | 0.0.0.0.1 | 1.0.0.0.0 (38950081) | Yes | |
| -38950081 | 3.000000 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| -119814878 | 5.000000 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | No | |
| -80864797 | 5.000000 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | No | |
| 158764959 | 6.000000 | 2.2.1.6.4 | 4.6.1.2.2 (4*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
These are the training products that have the "SMALL" tag (processing sequence 2799). 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 |
|---|---|---|---|---|---|---|---|
| 3873 | Vine Sticks | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | SHOP: FOOT TOYS, SHOP: SHREDDERS | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none |
| 3836 | Sunflower Pot | 38950081 | SHOP: HANGING TOYS | 0 | none | ||
| 3837 | Textured Animals | 38950081 | SHOP: FOOT TOYS | 0 | none | ||
| 27364 | Smoking 70mm Acrylic Rolling Machine Single Wide Size | 0 | none | -38950081 | none | ||
| 3835 | Star Treats | -38950081 | SHOP: FOOT TOYS | -77900162 | none | ||
| 3885 | Wood Handle | -80864797 | SHOP: WOOD, SHOP: FOOT TOYS | -119814878 | none | ||
| 3894 | Wood Toss Rings | -119814878 | SHOP: WOOD, SHOP: FOOT TOYS | -158764959 | none |