Fold 0 - Understanding why coefficient 101616845 was selected
Tag: BAKING ACCESSORIES
Selected Coefficient: 101616845
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: 3
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? |
|---|---|---|---|---|---|
| 101616845 | 0.000000 | 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 | Yes |
These are the training products that have the "BAKING ACCESSORIES" tag (processing sequence 866). 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 | 101616845 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 0 | none | |
| 15118 | Magnetic Measuring Spoons with Leveler | 101616845 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 0 | none | |
| 15119 | Magnetic Measuring Spoons - Set of 8 | 101616845 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 0 | none |