Fold 2 - Understanding why coefficient 5461035 was selected
Tag: LIFE JACKET
Selected Coefficient: 5461035
Taxonomy Path: 2.2.6.11
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 5461035 | 1.000000 | 2.2.6.11 | 11.6.2.2 (11*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIFE JACKET" tag (processing sequence 2480). 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 |
|---|---|---|---|---|---|---|---|
| 20430 | WONTON FLOAT Vest in red, dolphin grey | 5461035 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | none | 0 | BULLDOG CLOTHES | |
| 20432 | WONTON FLOAT VEST 2 in aqua blue | 5461035 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Safety Vests | none | 0 | BULLDOG CLOTHES | |
| 20434 | WONTON FLOAT Vest Custom Name Tag patch | 0 | NAME TAG | -5461035 | NYLON |