Fold 0 - Understanding why coefficient 322 was selected
Tag: SPRAYERS
Selected Coefficient: 322
Taxonomy Path: 6.4
Taxonomy Name: Business & Industrial > Construction
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? |
|---|---|---|---|---|---|
| 322 | 1.000000 | 6.4 | 4.6 (4*79 + 6) | Business & Industrial > Construction | Yes |
| 38408 | 1.000000 | 14.12.6 | 6.12.14 (6*79^2 + 12*79 + 14) | Home & Garden > Lawn & Garden > Watering & Irrigation | No |
These are the training products that have the "SPRAYERS" tag (processing sequence 2764). 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 |
|---|---|---|---|---|---|---|---|
| 3558 | SPRAYERS/ Smith Grab & Go 1.5 Liter | 38408 | Home & Garden > Lawn & Garden > Watering & Irrigation | none | 38086 | none | |
| 3619 | SPRAYERS/ Smith Industrial and Contractor Acid 2 Gallon | 322 | Business & Industrial > Construction | none | 0 | none |