Fold 1 - Understanding why coefficient 5731824 was selected
Tag: ISLAMORADA COLLECTION
Selected Coefficient: 5731824
Taxonomy Path: 10.2.2.10
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 5731824 | 1.024242 | 10.2.2.10 | 10.2.2.10 (10*83^3 + 2*83^2 + 2*83 + 10) | Yes | |
| 27732 | 1.024387 | 10.2.4 | 4.2.10 (4*83^2 + 2*83 + 10) | No | |
| 34787 | 1.036145 | 10.4.5 | 5.4.10 (5*83^2 + 4*83 + 10) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "ISLAMORADA COLLECTION" tag (processing sequence 6127). 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 |
|---|---|---|---|---|---|---|---|
| 29203 | Sea Winds Trading Islamorada King Bed B23341 | 5731824 | none | 0 | none | ||
| 29204 | Sea Winds Trading Islamorada Queen Bed B23340 | 5731824 | QUEEN HEADBOARD, QUEEN BED | 0 | none | ||
| 29211 | Sea Winds Trading Islamorada 5-Drawer Chest SKU#:B23335 | 34787 | none | -5697037 | CHEST | ||
| 29212 | Sea Winds Trading Islamorada 4-Drawer Chest / Single Dresser SKU#:B23334 | 34787 | none | -5697037 | none | ||
| 29206 | Sea Winds Trading Islamorada Queen Headboard B23340 | 27732 | QUEEN HEADBOARD, QUEEN BED | -5704092 | none | ||
| 29205 | Sea Winds Trading Islamorada King Headboard B23341 | 0 | HEADBOARD | -5731824 | none |