Fold 0 - Understanding why coefficient 4092879011 was selected
Tag: GRAVEL TIRE
Selected Coefficient: 4092879011
Taxonomy Path: 26.1.4.20.3.1
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? |
|---|---|---|---|---|---|
| 4092879011 | 3.000000 | 26.1.4.20.3.1 | 1.3.20.4.1.26 (3939040643 + 3*83^4 + 20*83^3 + 4*83^2 + 83 + 26) | Yes | |
| 153838368 | 3.000000 | 26.1.4.20.3 | 3.20.4.1.26 (3*83^4 + 20*83^3 + 4*83^2 + 83 + 26) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "GRAVEL TIRE" tag (processing sequence 4502). 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 |
|---|---|---|---|---|---|---|---|
| 21143 | Kenda Flintridge Pro GCT 700x40 Gravel Tire | 4092879011 | none | 0 | none | ||
| 21036 | Challenge Getaway Pro HTLR handmade tubeless-ready gravel tire, 700x40mm | 4092879011 | none | 0 | none | ||
| 20880 | Donnelly X'Plor CDG Tubeless-Ready Adventure Tire | 4092879011 | none | 0 | none | ||
| 21060 | Challenge Strada Bianca TLR Tubeless Gravel Tire | 4092879011 | none | 0 | none | ||
| 24746 | Donnelly EMP Tubeless-ready Adventure Tire | 153838368 | none | -3939040643 | none | ||
| 21115 | Donnelly X'Plor MSO World Cup WC Adventure and Gravel Tire | 0 | TIRES | -4092879011 | none | ||
| 24725 | Challenge Gravel Grinder TLR Vulcanized Tubeless-Ready Tire | 0 | TIRES | -4092879011 | none | ||
| 21051 | Challenge Gravel Grinder Pro Handmade Tubeless-ready (HTLR) Tire | 0 | TIRES | -4092879011 | none |