Fold 2 - Understanding why coefficient -239530530 was selected
Tag: CHEST
Selected Coefficient: -239530530
Taxonomy Path: -0.0.76.3.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -239530530 | 2.000145 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 34787 | 3.000000 | 10.4.5 | 5.4.10 (5*83^2 + 4*83 + 10) | No | |
| 240784424 | 3.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "CHEST" tag (processing sequence 4702). 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 |
|---|---|---|---|---|---|---|---|
| 19751 | Open Breath Formula | 240784424 | LUNGS, ELEUTHERO, SIDA, CORDYCEPS | 480314954 | BAIKAL, BIDENS | ||
| 29211 | Sea Winds Trading Islamorada 5-Drawer Chest SKU#:B23335 | 34787 | none | 239565317 | none | ||
| 19825 | Elecampane Extract | 0 | LUNGS | 239530530 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -239530530 | IMMUNE | 0 | none |