Fold 3 - Understanding why coefficient 4092150 was selected
Tag: BUTTON UP SHIRT
Selected Coefficient: 4092150
Taxonomy Path: 1.1.13.7
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 4092150 | 3.000147 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 661428 | 3.000150 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 27640 | 3.000581 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "BUTTON UP SHIRT" tag (processing sequence 3000). 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 |
|---|---|---|---|---|---|---|---|
| 6107 | Riley Frayed Hem Shirt- Optic White | 4092150 | none | 0 | none | ||
| 6169 | Solar Shirt - Black | 4092150 | none | 0 | FAITHFULL THE BRAND | ||
| 1001 | Louella Shirt | 4092150 | none | 0 | none | ||
| 966 | Hunter: White | 661428 | none | -3430722 | BUTTONS, BERRY | ||
| 6231 | Monita Shirt Dress - Violet | 27640 | none | -4064510 | none | ||
| 1084 | Wylan | 0 | BUTTON DWN | -4092150 | BUTTONS, XIRENA CLOTHING | ||
| 900 | Dorothy | 0 | BUTTON DWN | -4092150 | BUTTONS | ||
| 894 | Dolivia | 0 | BUTTON DWN | -4092150 | BUTTONS |