Fold 4 - Understanding why coefficient 1191 was selected
Tag: SPRAYERS
Selected Coefficient: 1191
Taxonomy Path: 6.15
Taxonomy Name: Business & Industrial > Janitorial Carts & Caddies
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? |
|---|---|---|---|---|---|
| 1191 | 1.000000 | 6.15 | 15.6 (15*79 + 6) | Business & Industrial > Janitorial Carts & Caddies | 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 2753). 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 |
|---|---|---|---|---|---|---|---|
| 3477 | SPRAYERS/ Smith Grab & Go 2 Gallon | 38408 | Home & Garden > Lawn & Garden > Watering & Irrigation | none | 37217 | none | |
| 3610 | SPRAYERS/ Smith Heavy Duty Multi-Use 2 Gallon | 1191 | Business & Industrial > Janitorial Carts & Caddies | none | 0 | none |