Fold 4 - Understanding why coefficient 122418457 was selected
Tag: BAKING TOOLS
Selected Coefficient: 122418457
Taxonomy Path: 14.11.8.48.2
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 122418457 | 0.000000 | 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 | Yes |
These are the training products that have the "BAKING TOOLS" tag (processing sequence 1920). 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 |
|---|---|---|---|---|---|---|---|
| 15117 | Magnetic Dual-Sided Measuring Spoons Set | 122418457 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 0 | BAKING ACCESSORIES |