Fold 1 - Understanding why coefficient -9754999 was selected
Tag: BABY BOY
Selected Coefficient: -9754999
Taxonomy Path: -9.2.5.17
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -9754999 | 2.000000 | -9.2.5.17 | -17.5.2.9 (-(17*83^3 + 5*83^2 + 2*83 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABY BOY" tag (processing sequence 4718). 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 |
|---|---|---|---|---|---|---|---|
| 13861 | Bamboo Footie - Chips & Guac | 0 | AGE:BABY | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | |
| 13867 | Bamboo Footie - Glacier | 0 | AGE:BABY | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | |
| 7239 | Pink-White-Light Blue Sprinkles (Jimmies) | -9754999 | SUGAR STRANDS, KOSHER | 0 | none | ||
| 7321 | Pink-Light Blue Sprinkles (Jimmies) | -9754999 | SUGAR STRANDS, KOSHER | 0 | none |