Fold 1 - Understanding why coefficient -4663937 was selected
Tag: PLANT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4663937 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -613289 | 3.000000 | -2.2.6.1 | -1.6.2.2 (-(571787 + 6*83^2 + 2*83 + 2)) | No | |
| 193155 | 3.000000 | 14.3.28 | 28.3.14 (28*83^2 + 3*83 + 14) | Home & Garden > Decor > Dried Flowers | No |
| 96177413 | 3.000000 | 1.1.17.2.2 | 2.2.17.1.1 (2*83^4 + 2*83^3 + 17*83^2 + 83 + 1) | No |
These are the training products that have the "PLANT" tag (processing sequence 6743). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 96177413 | HEAVYWEIGHT, ACTIVEWEAR | 100841350 | none | ||
| 18204 | Crafting Lavender | 193155 | Home & Garden > Decor > Dried Flowers | none | 4857092 | HOME | |
| 17626 | Holiday Holly Dog Bandana | -613289 | GIRLY, DOG BANDANA | 4050648 | none | ||
| 6847 | Luxury Heavyweight Tee, Heather Grey | -4663937 | SHORT_SLEEVED_FIT, TEES, HEAVYWEIGHT, ACTIVEWEAR | 0 | none |