Fold 1 - Understanding why coefficient 159 was selected
Tag: UNDER $15
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 159 | 1.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 6811 | 1.000000 | 17.7.1 | 1.7.17 (6241 + 7*79 + 17) | Media > Videos > Blu-ray | No |
These are the training products that have the "UNDER $15" tag (processing sequence 3345). 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 |
|---|---|---|---|---|---|---|---|
| 18241 | Remembering Leonard Nimoy - Blu-ray Edition | 6811 | Media > Videos > Blu-ray | none | 6652 | none | |
| 18277 | Live Long and Prosper Metal Keychain | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none |