Fold 0 - Understanding why coefficient 89820 was selected
Tag: BOX
Selected Coefficient: 89820
Taxonomy Path: 14.3.13
Taxonomy Name: Home & Garden > Decor > Cardboard Cutouts
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 89820 | 2.000145 | 14.3.13 | 13.3.14 (13*83^2 + 3*83 + 14) | Home & Garden > Decor > Cardboard Cutouts | Yes |
| 448048 | 2.000145 | 14.3.65 | 65.3.14 (65*83^2 + 3*83 + 14) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2969598 | 3.000000 | 24.5.16.5 | 5.16.5.24 (5*83^3 + 16*83^2 + 5*83 + 24) | No |
These are the training products that have the "BOX" tag (processing sequence 6657). 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 |
|---|---|---|---|---|---|---|---|
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 2969598 | none | 2879778 | PARTY FAVOR | ||
| 5189 | Handmade Tree Wooden Box Large | 448048 | none | 358228 | none | ||
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 89820 | Home & Garden > Decor > Cardboard Cutouts | none | 0 | none | |
| 5502 | Airbrush Pet Portrait With Purple Design | 0 | TSHIRT | -89820 | none |