Fold 1 - Understanding why coefficient -18346334 was selected
Tag: BBQ & GRILL
Selected Coefficient: -18346334
Taxonomy Path: -14.11.7.32
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -18346334 | 1.000145 | -14.11.7.32 | -32.7.11.14 (-(32*83^3 + 7*83^2 + 11*83 + 14)) | Yes | |
| -3459205 | 1.000145 | -14.11.4.6 | -6.4.11.14 (-(6*83^3 + 4*83^2 + 11*83 + 14)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BBQ & GRILL" tag (processing sequence 6178). 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 |
|---|---|---|---|---|---|---|---|
| 14956 | Flexible Cutting Board Mats - Set of 3 | 0 | CUTTING BOARDS & CHOPPERS | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | |
| 14948 | Zulay Large Insulated Bag (2 Pack) | -3459205 | BAKING ACCESSORIES, FOOD STORAGE | 14887129 | none | ||
| 15023 | Adjustable Vegetable Steamer Basket | -18346334 | KITCHEN TOOLS, COFFEE & TEA | 0 | none |