Fold 3 - Understanding why coefficient 579267 was selected
Tag: ARMCHAIRS
Selected Coefficient: 579267
Taxonomy Path: 10.7.1.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 579267 | 1.024096 | 10.7.1.1 | 1.1.7.10 (571787 + 6889 + 7*83 + 10) | Yes | |
| 28396 | 1.060241 | 10.10.4 | 4.10.10 (4*83^2 + 10*83 + 10) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "ARMCHAIRS" tag (processing sequence 2995). 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 |
|---|---|---|---|---|---|---|---|
| 13333 | Ayla Armchair | 579267 | none | 0 | none | ||
| 13342 | Cali Teak Armchair | 579267 | none | 0 | none | ||
| 13561 | Pablo Armchair | 579267 | none | 0 | none | ||
| 29289 | Forever Patio Cypress Armchair | 579267 | none | 0 | none | ||
| 29421 | Forever Patio Brookside Wicker Rye Armchair | 579267 | none | 0 | none | ||
| 29276 | Forever Patio Cypress 3 Piece Sofa Set | 28396 | none | -550871 | SOFAA, COFFEE TABLE | ||
| 29277 | Forever Patio Cypress 3 Piece Chat Set | 28396 | none | -550871 | END TABLE | ||
| 29404 | Forever Patio Carlisle Alabaster Armchair | 0 | LOUNGE CHAIR | -579267 | CARLISLE |