Fold 3 - Understanding why coefficient 15 was selected
Tag: BAKING ACCESSORIES
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 7
Unique residual values tried: 6
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 | 4.025316 | 15 | 15 (15) | Luggage & Bags | Yes |
| 726 | 4.025316 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | No |
| 884 | 4.025316 | 15.11 | 11.15 (11*79 + 15) | Luggage & Bags > Shopping Totes | No |
| 101616845 | 5.000000 | 14.11.8.48.2 | 2.48.8.11.14 (2*79^4 + 48*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 561 | 6.000000 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | No |
These are the training products that have the "BAKING ACCESSORIES" tag (processing sequence 3540). 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 | 101616845 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 101616830 | none | |
| 15118 | Magnetic Measuring Spoons with Leveler | 101616845 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 101616830 | none | |
| 14985 | Reusable Grocery Bags - 5 Pack | 884 | Luggage & Bags > Shopping Totes | none | 869 | none | |
| 15107 | Kids Insulated Lunch Bag | 726 | Luggage & Bags > Luggage Accessories | none | 711 | none | |
| 15041 | Digital Kitchen Gram Scale | 561 | Electronics > Electronics Accessories | none | 546 | none | |
| 15106 | Insulated 2-Compartment Lunch Box Bag With Strap | 15 | Luggage & Bags | none | 0 | none | |
| 15117 | Magnetic Dual-Sided Measuring Spoons Set | 0 | BAKING TOOLS | -15 | none |