Fold 1 - Understanding why coefficient -239068801 was selected
Tag: CHEST
Selected Coefficient: -239068801
Taxonomy Path: -0.81.8.3.5
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? |
|---|---|---|---|---|---|
| -239068801 | 1.012193 | -0.81.8.3.5 | -5.3.8.81.0 (-(5*83^4 + 3*83^3 + 8*83^2 + 81*83)) | Yes | |
| -5697037 | 1.012193 | -0.81.79.9 | -9.79.81.0 (-(9*83^3 + 79*83^2 + 81*83)) | No | |
| 0 | 1.024096 | 0 | 0 (0) | No | |
| 596 | 3.000000 | 15.7 | 7.15 (7*83 + 15) | No |
These are the training products that have the "CHEST" tag (processing sequence 6690). 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 |
|---|---|---|---|---|---|---|---|
| 22083 | Front Utility Pack Accessory | 596 | none | 239069397 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | 0 | IMMUNE, CHILDREN'S | 239068801 | INFANTS | ||
| 29211 | Sea Winds Trading Islamorada 5-Drawer Chest SKU#:B23335 | -5697037 | ISLAMORADA COLLECTION | 233371764 | none | ||
| 19751 | Open Breath Formula | -239068801 | LUNGS, SIDA, BIDENS, BAIKAL | 0 | none |