Fold 0 - Understanding why coefficient 869 was selected
Tag: BBQ & GRILL
Selected Coefficient: 869
Taxonomy Path: 0.11
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 869 | 3.012658 | 0.11 | 11.0 (11*79) | Yes | |
| 7926874 | 3.012658 | 14.10.6.16 | 16.6.10.14 (16*79^3 + 6*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | No |
| 10404630 | 3.012658 | 14.11.8.21 | 21.8.11.14 (21*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | No |
| 68045623 | 3.012658 | 0.0.1.59.1 | 1.59.1.0.0 (38950081 + 59*79^3 + 6241) | No | |
| -83867441 | 4.000000 | -14.11.8.12.2 | -2.12.8.11.14 (-(2*79^4 + 12*79^3 + 8*79^2 + 11*79 + 14)) | No |
These are the training products that have the "BBQ & GRILL" tag (processing sequence 4479). 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 |
|---|---|---|---|---|---|---|---|
| 15023 | Adjustable Vegetable Steamer Basket | 68045623 | COFFEE & TEA | 68044754 | none | ||
| 15028 | Bamboo Wooden Cutting Boards - 3 Assorted Sizes | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 10403761 | none | |
| 15121 | Microfiber Cleaning Cloths - 12 Pack of Highly Absorbent, Soft Microfiber Cloths | 7926874 | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | none | 7926005 | none | |
| 14948 | Zulay Large Insulated Bag (2 Pack) | 869 | FOOD STORAGE, BAKING ACCESSORIES | 0 | none | ||
| 14906 | Stainless Steel Bacon Grease Container with Strainer | -83867441 | FOOD STORAGE, COOKING ACCESSORY | -83868310 | none |