Fold 2 - Understanding why coefficient 12010448032 was selected
Tag: DOCTOR'S BEST
Selected Coefficient: 12010448032
Taxonomy Path: 13.1.9.6.4.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 12010448032 | 0.000145 | 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) | Yes | |
| 240784424 | 0.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 335701066 | 0.000145 | 13.1.9.6.7 | 7.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 110320 | 0.000581 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No |
These are the training products that have the "DOCTOR'S BEST" tag (processing sequence 5628). 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 |
|---|---|---|---|---|---|---|---|
| 27331 | Doctor's Best Serrapeptase 90 & 270 vcaps | 12010448032 | none | 0 | none | ||
| 27332 | Doctor's Best Betaine HCI Pepsin & Gentian Bitters 120 & 360 caps | 12010448032 | none | 0 | none | ||
| 27330 | Doctor's Best Fully Active B Complex with Quatrefolic 30&60 vcaps | 335701066 | none | -11674746966 | none | ||
| 27333 | Doctor's Best Nattokinase (2,000FUs) 90 & 270 vcaps | 240784424 | none | -11769663608 | none | ||
| 27329 | Doctor's Best Glucosamine Chondroitin MSM 120&240&360 caps | 110320 | none | -12010337712 | none |