Fold 1 - Understanding why coefficient 335701066 was selected
Tag: DOCTOR'S BEST
Selected Coefficient: 335701066
Taxonomy Path: 13.1.9.6.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 335701066 | 0.000000 | 13.1.9.6.7 | 7.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 12010448032 | 0.000000 | 13.1.9.6.4.3 | 3.4.6.9.1.13 (3*83^5 + 4*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 20125820923 | 0.000000 | 13.1.9.6.9.5 | 5.9.6.9.1.13 (5*83^5 + 9*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "DOCTOR'S BEST" tag (processing sequence 6206). 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 |
|---|---|---|---|---|---|---|---|
| 27334 | Doctor's Best Vitamin D3 (5000IU) 180 & 360 softgels | 20125820923 | none | 19790119857 | none | ||
| 27332 | Doctor's Best Betaine HCI Pepsin & Gentian Bitters 120 & 360 caps | 12010448032 | none | 11674746966 | none | ||
| 27335 | Doctor's Best Multi-Vitamin with Vitashine D3 and Quatrefolic 90 vcaps | 335701066 | none | 0 | none |