Fold 3 - Understanding why coefficient 15 was selected
Tag: BAKING ACCESSORIES
Selected Coefficient: 15
Taxonomy Path: 15
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? |
|---|---|---|---|---|---|
| 15 | 3.012048 | 15 | 15 (15) | Yes | |
| 762 | 3.012048 | 15.9 | 9.15 (9*83 + 15) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 589 | 4.000000 | 8.7 | 7.8 (7*83 + 8) | No | |
| 122418457 | 4.000000 | 14.11.8.48.2 | 2.48.8.11.14 (2*83^4 + 48*83^3 + 8*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | No |
These are the training products that have the "BAKING ACCESSORIES" tag (processing sequence 5597). 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 |
|---|---|---|---|---|---|---|---|
| 15119 | Magnetic Measuring Spoons - Set of 8 | 122418457 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 122418442 | none | |
| 15107 | Kids Insulated Lunch Bag | 762 | none | 747 | FOOD STORAGE | ||
| 15041 | Digital Kitchen Gram Scale | 589 | none | 574 | none | ||
| 15106 | Insulated 2-Compartment Lunch Box Bag With Strap | 15 | none | 0 | FOOD STORAGE | ||
| 15117 | Magnetic Dual-Sided Measuring Spoons Set | 0 | BAKING TOOLS | -15 | none |