Fold 4 - Understanding why coefficient 434055485 was selected
Tag: VALUE DEALS
Selected Coefficient: 434055485
Taxonomy Path: 13.3.10.12.9
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 434055485 | 2.000003 | 13.3.10.12.9 | 9.12.10.3.13 (9*83^4 + 12*83^3 + 10*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | Yes |
| 640939 | 2.000009 | 13.3.10.1 | 1.10.3.13 (571787 + 10*83^2 + 3*83 + 13) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "VALUE DEALS" tag (processing sequence 2806). 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 |
|---|---|---|---|---|---|---|---|
| 6442 | Value Deal - #9 - Pre Order Ships 1st Week Dec | 434055485 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | none | 0 | none | |
| 6430 | Value Deal - #2 | 434055485 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | none | 0 | none | |
| 6436 | Value Deal - #10 | 434055485 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | none | 0 | none | |
| 6437 | Value Deal - #3 | 434055485 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | none | 0 | none | |
| 6422 | #8 - DYNAMIC DUO | 434055485 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tools > Hair Styling Tool Sets | none | 0 | HAIR STYLING TOOLS | |
| 6438 | Value Deal - #4 | 640939 | none | -433414546 | none | ||
| 6439 | Value Deal - #5 | 640939 | none | -433414546 | none | ||
| 6427 | Combo Deal/ Beyond Blowout Brush & Multi-Functional Curler | 0 | COMBO DEALS | -434055485 | none | ||
| 6440 | Value Deal # 6 | Ultimate Hair Tools | 0 | COMBO DEALS | -434055485 | none |