Fold 4 - Understanding why coefficient 240784424 was selected
Tag: ROOTALIVE INC.
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 240784424 | 1.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 11470360 | 6.000000 | 9.2.5.20 | 20.5.2.9 (20*83^3 + 5*83^2 + 2*83 + 9) | No |
These are the training products that have the "ROOTALIVE INC." tag (processing sequence 2428). 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 |
|---|---|---|---|---|---|---|---|
| 27306 | Organic Tulsi Leaf Powder | 240784424 | none | 0 | none | ||
| 27242 | Organic Shatavari Powder | 240784424 | none | 0 | none | ||
| 27324 | Organic Ashwagandha Root Powder | 240784424 | none | 0 | none | ||
| 27100 | Organic Red Maca Powder | 240784424 | none | 0 | none | ||
| 27307 | Organic Triphala Powder | 240784424 | none | 0 | none | ||
| 27309 | Organic Neem Leaf Powder | 240784424 | none | 0 | none | ||
| 27253 | Organic Yellow Maca Powder | 11470360 | none | -229314064 | none |