Fold 0 - Understanding why coefficient 290 was selected
Tag: SPRAYERS
Selected Coefficient: 290
Taxonomy Path: 6.4
Taxonomy Name: Business & Industrial > Construction
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 290 | 1.014085 | 6.4 | 4.6 (4*71 + 6) | Business & Industrial > Construction | Yes |
| 1071 | 1.014085 | 6.15 | 15.6 (15*71 + 6) | Business & Industrial > Janitorial Carts & Caddies | No |
| 31112 | 2.000000 | 14.12.6 | 6.12.14 (6*71^2 + 12*71 + 14) | Home & Garden > Lawn & Garden > Watering & Irrigation | No |
These are the training products that have the "SPRAYERS" tag (processing sequence 2142). 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 | 31112 | Home & Garden > Lawn & Garden > Watering & Irrigation | none | 30822 | none | |
| 3610 | SPRAYERS/ Smith Heavy Duty Multi-Use 2 Gallon | 1071 | Business & Industrial > Janitorial Carts & Caddies | none | 781 | none | |
| 3619 | SPRAYERS/ Smith Industrial and Contractor Acid 2 Gallon | 290 | Business & Industrial > Construction | none | 0 | none |