Fold 3 - Understanding why coefficient 4 was selected
Tag: BABY BOY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 5
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 | 3.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
| 8413035 | 3.000000 | 9.2.5.17 | 17.5.2.9 (17*79^3 + 5*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
| -77464011 | 4.000000 | -8.9.9.78.1 | -1.78.9.9.8 (-(38950081 + 78*79^3 + 9*79^2 + 9*79 + 8)) | No |
These are the training products that have the "BABY BOY" tag (processing sequence 734). 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 |
|---|---|---|---|---|---|---|---|
| 7239 | Pink-White-Light Blue Sprinkles (Jimmies) | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 8413031 | COLOR_ASSORTED | |
| 7321 | Pink-Light Blue Sprinkles (Jimmies) | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 8413031 | COLOR_ASSORTED | |
| 13861 | Bamboo Footie - Chips & Guac | 4 | Baby & Toddler | none | 0 | none | |
| 13867 | Bamboo Footie - Glacier | 4 | Baby & Toddler | none | 0 | none | |
| 6243 | BAB - Baby Zeta Tee “Finer is in My Future” | -77464011 | SORORITY, AFFORDABLE | -77464015 | none |