Fold 0 - Understanding why coefficient -4371325655 was selected
Tag: COMPOSTABLE
Selected Coefficient: -4371325655
Taxonomy Path: -13.3.2.9.9.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -4371325655 | 1.000000 | -13.3.2.9.9.1 | -1.9.9.2.3.13 (-(3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)) | Yes | |
| 32647898 | 1.000000 | 14.11.8.57 | 57.8.11.14 (57*83^3 + 8*83^2 + 11*83 + 14) | No |
These are the training products that have the "COMPOSTABLE" tag (processing sequence 4978). 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 |
|---|---|---|---|---|---|---|---|
| 3173 | Tea Towel & SPRUCE Cloth Gorgeous Gift Sets by The Green Collective | 32647898 | none | 4403973553 | LAUNDRY, REUSABLE, CLEANING | ||
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | -4371325655 | LIPS, LIP BALM | 0 | none |