Fold 2 - Understanding why coefficient 4 was selected
Tag: NEW BORN
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4 | 2.036145 | 4 | 4 (4) | Yes | |
| 170 | 2.036145 | 4.2 | 2.4 (2*83 + 4) | No | |
| 35047 | 6.000000 | 21.7.5 | 5.7.21 (5*83^2 + 7*83 + 21) | Services > Professional Services > Marketing & Advertising | No |
These are the training products that have the "NEW BORN" tag (processing sequence 5842). 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 |
|---|---|---|---|---|---|---|---|
| 2059 | Swing Collection - Boys | 35047 | Services > Professional Services > Marketing & Advertising | none | 35043 | none | |
| 2054 | Swing Collection - Girls | 35047 | Services > Professional Services > Marketing & Advertising | none | 35043 | none | |
| 2036 | Red Bow | 170 | none | 166 | none | ||
| 2051 | Starry Sky Newborn Collection - Girls | 170 | none | 166 | none | ||
| 2045 | Starry Newborn Collection - Girls | 170 | none | 166 | none | ||
| 2052 | Starry Sky Newborn Collection - Boys | 4 | none | 0 | none | ||
| 2044 | Starry Newborn Collection - Boys | 4 | none | 0 | none | ||
| 2042 | Spring Blooms Newborn Collection | 4 | none | 0 | none |